Publication

On this page, all publications can be viewed that have been published in the Competence Center for Big Data (ScaDS) since 2014 and in the ScaDS.AI Dresden/Leipzig from 2019 onwards.

  • Yamen Ajjour, Johannes Kiesel, Benno Stein, Martin Potthast

    Topic Ontologies for Arguments.
    Accepted at EACL 2023 | arXiv preprint arXiv:2301.09759v1| 2023 10.48550/arXiv.2301.09759 Link.

  • Christopher Akiki, Odunayo Ogundepo, Aleksandra Piktus, Xinyu Zhang, Akintunde Oladipo, Jimmy Lin, Martin Potthast

    Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face.
    CoRR, abs/2302.14534| 2023, February 10.48550/arXiv.2302.14534 .

  • Janek Bevendorff, Philipp Sauer, Lukas Gienapp, Wolfgang Kircheis, Erik Körner, Benno Stein, Martin Potthast

    SMAuC – The Scientific Multi-Authorship Corpus.
    23rd ACM/IEEE Joint Conference on Digital Libraries (JCDL 2023)| 2023, June 10.48550/arXiv.2211.02477 .

  • Janek Bevendorff, Mara Chinea-Ríos, Marc Franco-Salvador, Annina Heini, Erik Körner, Krzysztof Kredens, Maximilian Mayerl, Piotr Pęzik, Martin Potthast, Francisco Rangel, Paolo Rosso, Efstathios Stamatatos, Benno Stein, Matti Wiegmann, Magdalena Wolska, Eva Zangerle

    Overview of PAN 2023: Authorship Verification, Multi-Author Writing Style Analysis, Profiling Cryptocurrency Influencers, and Trigger Detection.
    Advances in Information Retrieval. 45th European Conference on IR Research (ECIR 2023), Lecture Notes in Computer Science| 2023, April, 518–526 10.1007/978-3-031-28241-6_60 .

  • Alexander Bondarenko, Maik Fröbe, Johannes Kiesel, Ferdinand Schlatt, Valentin Barriere, Brian Ravenet, Léo Hemamou, Simon Luck, Jan Heinrich Reimer, Benno Stein, Martin Potthast, Matthias Hagen

    Overview of Touché 2023: Argument and Causal Retrieval.
    Advances in Information Retrieval. 45th European Conference on IR Research (ECIR 2023), volume 13982 of Lecture Notes in Computer Science| 2023, April, 527–535 10.1007/978-3-031-28241-6_61 .

  • Miriam Louise Carnot, Lorenz Heinemann, Jan Braker, Tobias Schreieder, Johannes Kiesel, Maik Fröbe, Martin Potthast, Benno Stein

    On Stance Detection in Image Retrieval for Argumentation.
    46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023)| 2023, July 10.1145/3539618.3591917 .

  • Eya Cherif, Hannes Feilhauer, Katja Berger, Phuong D. Dao, Michael Ewald, Tobias B. Hank, Yuhong He, Kyle R. Kovach, Bing Lu, Philip A. Townsend, Teja Kattenborn

    From spectra to plant functional traits: Transferable multi-trait models from heterogeneous and sparse data.
    Remote Sensing of Environment| 292, 2023 10.1016/j.rse.2023.113580 Link.

  • Niklas Deckers, Maik Fröbe, Johannes Kiesel, Gianluca Pandolfo, Christopher Schröder, Benno Stein, Martin Potthast

    The Infinite Index: Information Retrieval on Generative Text-To-Image Models.
    Accepted at CHIIR 2023| 2023 10.48550/arXiv.2212.07476 .

  • Hermann Diebel-Fischer

    Humankind and Biotechnology. Habermas, Kierkegaard, and a Religious Perspective on Enhancement.
    in Kierkegaard and Bioethics| 2023 10.4324/9781003267560-10 .

  • Johannes Dorn, Sven Apel, Norbert Siegmund

    Mastering Uncertainty in Performance Estimations of Configurable Software Systems.
    Empirical Software Engineering (EMSE)| 28, 33, 2023 10.1007/s10664-022-10250-2 .

  • Hannah Marie Eichholz, Alissa Cornelis, Benjamin Wolf, Hanna Grubitzsch, Philip Friedrich, Ahmad Makky, Bahriye Aktas, Josef A. Käs, Holger Stepan

    Anatomy of the Fetal Membranes: Insights from Spinning Disk Confocal Microscopy.
    Arch Gynecol Obstet| 2023 10.1007/s00404-023-07070-0 .

  • Mats Ole Ellenberg, Marc Satkowski, Weizhou Luo, Raimund Dachselt

    Spatiality and Semantics – Towards Understanding Content Placement in Mixed Reality.
    Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems.CHI '23, Hamburg, Germany.ACM,2023.| 2023, April 10.1145/3544549.3585853 Link.

  • Maik Fröbe, Lukas Gienapp, Martin Potthast, Matthias Hagen

    Bootstrapped nDCG Estimation in the Presence of Unjudged Documents.
    Advances in Information Retrieval. 45th European Conference on IR Research (ECIR 2023), Lecture Notes in Computer Science| 2023, April .

  • Maik Fröbe, Jan Heinrich Reimer, Sean MacAvaney, Niklas Deckers, Simon Reich, Janek Bevendorff, Benno Stein, Matthias Hagen, Martin Potthast

    The Information Retrieval Experiment Platform.
    46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023)| 2023, July .

  • Maik Fröbe, Matti Wiegmann, Nikolay Kolyada, Bastian Grahm, Theresa Elstner, Frank Loebe, Matthias Hagen, Benno Stein, Martin Potthast

    Continuous Integration for Reproducible Shared Tasks with TIRA.io.
    Advances in Information Retrieval. 45th European Conference on IR Research (ECIR 2023), Lecture Notes in Computer Science| 2023, April 10.1007/978-3-031-28241-6_20 .

  • Lukas Gienapp, Wolfgang Kircheis, Bjarne Sievers, Benno Stein, Martin Potthast

    STEREO: Scientific Text Reuse in Open Access Publications.
    Scientific Data| 10, 1, 2023, January 10.48550/arXiv.2112.11800 .

  • Marcel Gohsen, Matthias Hagen, Martin Potthast, Benno Stein

    Paraphrase Acquisition from Image Captions.
    arXiv preprint arXiv:2301.11030| 2023, February 10.48550/arXiv.2301.11030 Link.

  • Marvin Hofer, Daniel Obraczka, Alieh Saeedi, Hanna Köpcke, Erhard Rahm

    Construction of Knowledge Graphs: State and Challenges.
    arXiv preprint arXiv:2302.11509| 2023, February 10.48550/arXiv.2302.11509 Link.

  • Christian Kaltenecker, Stefan Mühlbauer, Alexander Grebhahn, Norbert Siegmund, Sven Apel

    Performance Evolution of Configurable Software Systems: An Empirical Study.
    Empirical Software Engineering (EMSE)| 2023 .

  • Wolfgang Kircheis, Marion Schmidt, Arno Simons, Benno Stein, Martin Potthast

    Mining the History Sections of Wikipedia Articles on Science and Technology.
    23rd ACM/IEEE Joint Conference on Digital Libraries (JCDL 2023)| 2023, June .

  • Katja Krug, Marc Satkowski, Reuben Docea, Tzu-Yu Ku, Raimund Dachselt

    Point Cloud Alignment through Mid-Air Gestures on a Stereoscopic Display.
    Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems.CHI '23, Hamburg, Germany.ACM,2023.| 2023, April 10.1145/3544549.3585862 Link.

  • Marcos E. González Laffitte, Nora Beier, Nico Domschke, Peter F. Stadler

    Comparison of Atom Maps.
    MATCH Commun. Math. Comput. Chem.| 90, 1, 2023, 75-102 10.46793/match.90-1.075G Link.

  • Weizhou Luo, Zhongyuan Yu, Rufat Rzayev, Marc Satkowski, Stefan Gumhold, Matthes McGinity, Raimund Dachselt

    PEARL: Physical Environment based Augmented Reality Lenses for In-Situ Human Movement Analysis.
    Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems.CHI '23, Hamburg, Germany.ACM,2023.| 2023, April 10.1145/3544548.3580715 Link.

  • Alina Mailach, Norbert Siegmund

    Socio-Technical Anti-Patterns in Building ML-Enabled Software: Insights from Leaders on the Forefront.
    Proceedings of the International Conference on Software Engineering (ICSE). IEEE| 2023, May Link.

  • Stefan Mühlbauer, Florian Sattler, Christian Kaltenecker, Johannes Dorn, Sven Apel, Norbert Siegmund

    Analyzing the Impact of Workloads on Modeling the Performance of Configurable Software Systems.
    Proceedings of the International Conference on Software Engineering (ICSE). IEEE| 2023, May Link.

  • Daniel Obraczka, Alieh Saeedi, Victor Christen, Erhard Rahm

    Big Data Integration for Industry 4.0.
    Digital Transformation. Core Technologies and Emerging Topics from a Computer Science Perspective. Springer Vieweg, Berlin, Heidelberg.| 2023, February, 247–268 10.1007/978-3-662-65004-2_10 Link.

  • Kewen Peng, Christian Kaltenecker, Norbert Siegmund, Sven Apel, Tim Menzies

    VEER: Enhancing the Interpretability of Model-based Optimizations.
    Empirical Software Engineering (EMSE)| 2023 .

  • Birte Platow

    Menschliche Identitäten und künstliche Intelligenz.
    Zeitschrift für Pädagogik und Theologie, “Künstliche Intelligenz” 2.2023| 2023 .

  • Jan Heinrich Reimer, Sebastian Schmidt, Maik Fröbe, Lukas Gienapp, Harrisen Scells, Benno Stein, Matthias Hagen, Martin Potthast

    The Archive Query Log: Mining Millions of Search Result Pages of Hundreds of Search Engines from 25 Years of Web Archives.
    46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023)| 2023, July 10.48550/arXiv.2304.00413 .

  • Florens Rohde, Martin Franke, Victor Christen, Erhard Rahm

    Value-specific Weighting for Record-level Encodings in Privacy-Preserving Record Linkage.
    B. König-Ries et al. (Hrsg.): BTW 2023, Lecture Notes in Informatics (LNI), Gesellschaft für Informatik| 2023, 439-460 10.18420/BTW2023-21 Link.

  • Christopher Rost, Kevin Gomez, Peter Christen, Erhard Rahm

    Evolution of Degree Metrics in Large Temporal Graphs.
    B. König-Ries et al. (Hrsg.): BTW 2023, Lecture Notes in Informatics (LNI), Gesellschaft für Informatik| 2023, 485-507 10.18420/BTW2023-23 Link.

  • Florian Sattler, Sebastian Böhm, Philipp Schubert, Norbert Siegmund, Sven Apel

    SEAL: Integrating Program Analysis and Repository Mining.
    ACM Transactions on Software Engineering and Methodology (TOSEM)| 2023 10.1145/3585008 .

  • Harrisen Scells, Martin Potthast

    pybool_ir: A Toolkit for Domain-Specific Search Experiments.
    Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval| 2023 .

  • Harrisen Scells, Ferdinand Schlatt, Martin Potthast

    Smooth Operators for Effective Systematic Review Queries.
    Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval| 2023 .

  • Maja Schneider, Jonathan Schneider, Lea Löffelmann, Peter Christen, Erhard Rahm

    Tuning the Utility-Privacy Trade-Off in Trajectory Data.
    Proceedings of the 26th International Conference on Extending Database Technology (EDBT)| 2023, March Link.

  • Christopher Schröder, Lydia Müller, Andreas Niekler, Martin Potthast

    Small-Text: Active Learning for Text Classification in Python.
    17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023): System Demonstrations| 2023, May 10.48550/arXiv.2107.10314 .

  • Sebastian Simon, Nikolay Kolyada, Christopher Akiki, Martin Potthast, Benno Stein, Norbert Siegmund

    Exploring Hyperparameter Usage and Tuning in Machine Learning Research.
    2nd International Conference on AI Engineering – Software Engineering for AI (CAIN)| 2023, May Link.

  • Sebastian Simon, Nicolai Ruckel, Norbert Siegmund

    CfgNet: A Framework for Tracking Equality-Based Configuration Dependencies Across a Software Project.
    IEEE Transactions on Software Engineering (TSE)| 2023 .

  • Mariia Tkachenko, Claire Chalopin, Boris Jansen-Winkeln, Thomas Neumuth, Ines Gockel, Marianne Maktabi

    Impact of Pre- and Post-Processing Steps for Supervised Classification of Colorectal Cancer in Hyperspectral Images.
    Cancers| 15, 7, 2023 10.3390/cancers15072157 Link.

  • Max Weber, Christian Kaltenecker, Florian Sattler, Sven Apel, Norbert Siegmund

    Twins or False Friends? A Study on Energy Consumption and Performance of Configurable Software.
    Proceedings of the International Conference on Software Engineering (ICSE). IEEE| 2023, May Link.

  • Yamen Ajjour, Pavel Braslavski, Alexander Bondarenko, Benno Stein

    Identifying Argumentative Questions in Web Search Logs.
    Enrique Amigó et al., editors, 45th International ACM Conference on Research and Development in Information Retrieval (SIGIR 2022)| 2022, July, 2393-2399 Link.

  • Christopher Akiki, Lukas Gienapp, Martin Potthast

    Tracking Discourse Influence in Darknet Forums.
    arXiv preprint arXiv:2202.02081| 2022, February Link.

  • Christian Alrabbaa, Franz Baader, Stefan Borgwardt, Raimund Dachselt, Patrick Koopmann, Julián Méndez

    EVONNE: Interactive Proof Visualization for Description Logics (System Description).
    Automated Reasoning - 11th International Joint Conference, IJCAR 2022, Lecture Notes in Computer Science| 2022, August 10.1007/978-3-031-10769-6_16 Link.

  • Ranjan Anantharaman, Anas Abdelrehim, Francesco Martinuzzi, Sharan Yalburgi, Elliot Saba, Keno Fischer, Glen Hertz, Pepijn de Vos, Chris Laughman, Yingbo Ma, Viral Shah, Alan Edelman, Chris Rackauckas

    Composable and Reusable Neural Surrogates to Predict System Response of Causal Model Components.
    AAAI 2022 Workshop on AI for Design and Manufacturing (ADAM)| 2022 Link.

  • Bjoern Andres, Silvia Di Gregorio, Jannik Irmai, Jan-Hendrik Lange

    A Polyhedral Study of Lifted Multicuts.
    ArXiv ePrint. 2022| 2022 10.48550/ARXIV.2202.08068 .

  • Björn Andres, Florian Bernard, Daniel Cremers, Simone Frintrop, Bastian Goldlücke, Ivo Ihrke

    Pattern Recognition.
    44th DAGM German Conference, DAGM GCPR 2022, Konstanz, Germany, September 27–30, 2022, Proceedings| 2022 10.1007/978-3-031-16788-1 .

  • Shreya Arya, Justin Curry, Sayan Mukherjee

    A Sheaf-Theoretic Construction of Shape Space.
    arXiv:2204.09020| 2022, April 10.48550/ARXIV.2204.09020 Link.

  • Pelin Aspar, Vera Steinhoff, Lennart Schäpermeier, Pascal Kerschke, Heike Trautmann & Christian Grimme

    The Objective That Freed Me: A Multi-objective Local Search Approach for Continuous Single-objective Optimization.
    Natural Computing| 116, 2022 10.1007/s11047-022-09919-w .

  • Daniel Ayala, Inma Hernandez, David Ruiz, Erhard Rahm

    Multi-source dataset of e-commerce products with attributes for property matching.
    Data in Brief | 41, 107884, 2022, April https://doi.org/10.1016/j.dib.2022.107884 .

  • Daniel Ayala, Inma Hernández, David Ruiz, Erhard Rahm

    LEAPME: Learning-based Property Matching with Embeddings.
    Data & Knowledge Engineering | Volume 137, 101943, 2022, January https://doi.org/10.1016/j.datak.2021.101943 .

  • Franz Baader, Oliver Fernández Gil

    Restricted Unification in the Description Logic.
    David M. Cerna and Barbara Morawska (eds): Proceedings of the 36th International Workshop on Unification (UNIF 2022)| 2022 Link.

  • Franz Baader, Deepak Kapur

    Deciding the Word Problem for Ground and Strongly Shallow Identities w.r.t. Extensional Symbols.
    Journal of Automated Reasoning| 66, 3, 2022, 301–329 10.1007/s10817-022-09624-4 Link.

  • Franz Baader, Patrick Koopmann, Francesco Kriegel, Adrian Nuradiansyah

    Optimal ABox Repair w.r.t. Static EL TBoxes: from Quantified ABoxes back to ABoxes (Extended Version).
    LTCS-Report 22-01| 2022 10.25368/2022.65 Link.

  • Franz Baader, Patrick Koopmann, Francesco Kriegel, Adrian Nuradiansyah

    Optimal ABox Repair w.r.t. Static TBoxes: from Quantified ABoxes back to ABoxes (Extended Abstract).
    Proceedings of the 35th International Workshop on Description Logics (DL 2022)| 2022, August Link.

  • Franz Baader, Francesco Kriegel

    Pushing Optimal ABox Repair from EL Towards More Expressive Horn-DLs.
    Gabriele Kern-Isberner, Gerhard Lakemeyer, and Thomas Meyer (eds): Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning, KR 2022| 2022, August, 22–32 10.24963/kr.2022/3 Link.

  • Franz Baader, Francesco Kriegel

    Pushing Optimal ABox Repair from EL Towards More Expressive Horn-DLs.
    LTCS-Report 22-02| 2022, May 10.25368/2022.131 Link.

  • Franz Baader, Francesco Kriegel, Adrian Nuradiansyah

    Error-Tolerant Reasoning in the Description Logic EL Based on Optimal Repairs.
    Rules and Reasoning - 6th International Joint Conference, RuleML+RR 2022| 2022, September Link.

  • Franz Baader, Jakub Rydval

    Using Model Theory to Find Decidable and Tractable Description Logics with Concrete Domains.
    Journal of Automated Reasoning| 66, 3, 2022, 357–407 10.1007/s10817-022-09626-2 Link.

  • Ringo Baumann, Matti Berthold

    Limits and Possibilities of Forgetting in Abstract Argumentation.
    International Joint Conference on Artificial Intelligence, IJCAI 2022| 2022 10.24963/ijcai.2022/352 .

  • Ringo Baumann, Gerhard Brewka, Markus Ulbricht

    Shedding new light on the foundations of abstract argumentation: Modularization and weak admissibility.
    Artificial Intelligence 310| 2022, September 10.1016/j.artint.2022.103742 .

  • Ringo Baumann, Hannes Strass

    An abstract, logical approach to characterizing strong equivalence in non-monotonic knowledge representation formalisms.
    Artificial Intelligence 305| 2022, April 10.1016/j.artint.2022.103680 .

  • Ringo Baumann, Anna Rapberger, Markus Ulbricht

    Equivalence in Argumentation Frameworks with a Claim-centric View — Classical Results With Novel Ingredients.
    Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI'22)| 2022, February Link.

  • Ferney Beltran-Velandia, Jonatan Gómez, Miguel Suarez, Andrés Ojeda, Elizabeth León

    Classification of Music-Evoked Emotions from EEG signals using Self-Organizing Maps.
    2022 International Conference on Electrical, Computer and Energy Technologies (ICECET)| 2022 10.1109/ICECET55527.2022.9872728 .

  • Matti Berthold

    On Syntactic Forgetting with Strong Persistence.
    Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning (KR-22)| 2022, August, 43--52 10.24963/kr.2022/5 .

  • Johannes R. Björk, Mauna R. Dasari, Kim Roche, Laura Grieneisen, Trevor J. Gould, Jean-Christophe Grenier, Vania Yotova, Neil Gottel, David Jansen, Laurence R. Gesquiere, Jacob B. Gordon, Niki H. Learn, Tim L. Wango, Raphael S. Mututua, J. Kinyua Warutere, Long’ida Siodi, Sayan Mukherjee, Luis B. Barreiro, Susan C. Alberts, Jack A. Gilbert, Jenny Tung, Ran Blekhman & Elizabeth A. Archie

    Synchrony and idiosyncrasy in the gut microbiome of wild baboons.
    Nature Ecology & Evolution | 6, 2022, June, 955–964 10.1038/s41559-022-01773-4 .

  • Lydia Blümel, Markus Ulbricht

    Defining Defense and Defeat in Abstract Argumentation From Scratch — A Generalizing Approach.
    Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning (KR'22)| 2022, August .

  • Paul Bodesheim, Flurin Babst , David C. Frank , Claudia Hartl, Christian S. Zang , Martin Jung , Markus Reichstein and Miguel D. Mahecha

    Predicting spatiotemporal variability in radial tree growth at the continental scale with machine learning.
    Environmental Data Science| 1, 9, 2022, June doi:10.1017/eds.2022.8 .

  • Alexander Bondarenko, Yamen Ajjour, Valentin Dittmar, Niklas Homann, Pavel Braslavski, Matthias Hagen

    Towards Understanding and Answering Comparative Questions.
    Proceedings of the 15th ACM International Conference on Web Search and Data Mining (WSDM 2022). ACM.| 2022, February Link.

  • Alexander Bondarenko, Magdalena Wolska, Stefan Heindorf, Lukas Blübaum, Axel-Cyrille Ngonga Ngomo, Benno Stein, Pavel Braslavski, Matthias Hagen, and Martin Potthast

    A Benchmark for Causal Question Answering.
    29th International Conference on Computational Linguistics (COLING 2022)| 2022, October .

  • Nina G. Bozhanova, Andrew I. Flyak, Benjamin P. Brown, Stormy E. Ruiz, Jordan Salas, Semi Rho, Robin G. Bombardi, Luke Myers, Cinque Soto, Justin R. Bailey, James E. Crowe Jr., Pamela J. Bjorkman & Jens Meiler

    Computational identification of HCV neutralizing antibodies with a common HCDR3 disulfide bond motif in the antibody repertoires of infected individuals.
    Nature Communications 13 (3178)| 2022, June 10.1038/s41467-022-30865-9 .

  • Brinker TJ, Schmitt M, Krieghoff-Henning EI, Barnhill R, Beltraminelli H, Braun SA, Carr R, Fernandez-Figueras MT, Ferrara G, Fraitag S, Gianotti R, Llamas-Velasco M, Müller CSL, Perasole A, Requena L, Sangueza OP, Santonja C, Starz H, Vale E, Weyers W, Hekler A, Kather JN, Fröhling S, Krahl D, Holland-Letz T, Utikal JS, Saggini A, Kutzner H

    Diagnostic performance of artificial intelligence for histologic melanoma recognition compared to 18 international expert pathologists.
    J Am Acad Dermatol| 86, 3, 2022, March, 640-642 10.1016/j.jaad.2021.02.009 .

  • Martin Bromberger, Irina Dragoste, Rasha Faqeh, Christof Fetzer, Larry González, Markus Krötzsch, Maximilian Marx, Harish K Murali, Christoph Weidenbach

    A Sorted Datalog Hammer for Supervisor Verification Conditions Modulo Simple Linear Arithmetic.
    28th Int. Conf. on Tools and Algorithms for the Construction and Analysis of Systems (TACAS 2022)| 2022, April 10.1007/978-3-030-99524-9 .

  • Benjamin P Brown, Oanh Vu, Alexander R Geanes, Sandeepkumar Kothiwale, Mariusz Butkiewicz, Edward W Lowe Jr, Ralf Mueller, Richard Pape, Jeffrey Mendenhall, Jens Meiler

    Introduction to the BioChemical Library (BCL): An Application-Based Open-Source Toolkit for Integrated Cheminformatics and Machine Learning in Computer-Aided Drug Discovery.
    Front Pharmacol 2022; 13| 2022, February 10.3389/fphar.2022.833099 .

  • Carmen Bruckmann, Peter F. Stadler, Marc Hellmuth

    From modular decomposition trees to rooted median graphs.
    arXiv 2103.06683.| 2022 .

  • Christoph Buchheim, Dorothee Henke & Jannik Irmai

    The Stochastic Bilevel Continuous Knapsack Problem with Uncertain Follower’s Objective.
    Journal of Optimization Theory and Applications | 194, 2022, May, 521–542 10.1007/s10957-022-02037-8 .

  • Buendgens L, Cifci D, Ghaffari Laleh N, van Treeck M, Koenen MT, Zimmermann HW, Herbold T, Lux TJ, Hann A, Trautwein C, Kather JN.

    Weakly supervised end-to-end artificial intelligence in gastrointestinal endoscopy.
    Scientific Reports | 12, 4829 , 2022 10.1038/s41598-022-08773-1 .

  • Calderaro J, Di Tommaso L, Maillé P, Beaufrère A, Nguyen CT, Heij L, Gnemmi V, Graham RP, Charlotte F, Chartier S, Wendum D, Vij M, Allende D, Diaz A, Fuster C, Rivière B, Herrero A, Augustin J, Evert K, Calvisi DF, Leow WQ, Wai Leung HH, Bednarsch J, Boleslawski E, Rela M, Wing-Hung Chan A, Forner A, Reig M, Pujals A, Favre L, Allaire M, Scatton O, Uguen A, Trépo E, Sanchez LO, Chatelain D, Remmelink M, Boulagnon-Rombi C, Bazille C, Sturm N, Menahem B, Frouin E, Tougeron D, Tournigand C, Kempf E, Kim H, Ningarhari M, Michalak-Provost S, Kather JN, Gouw ASH, Gopal P, Brustia R, Vibert E, Schulze K, Rüther DF, Weidemann SA, Rhaiem R, Nault JC, Laurent A, Amaddeo G, Regnault H, de Martin E, Sempoux C, Navale P, Shinde J, Bacchuwar K, Westerhoff M, Cheuk-Lam Lo R, Sebbagh M, Guettier C, Lequoy M, Komuta M, Ziol M, Paradis V, Shen J, Caruso S.

    Nestin as a diagnostic and prognostic marker for combined hepatocellular-cholangiocarcinoma.
    Journal of hepatology, | S0168-8278(22)02983-X, 2022 10.1016/j.jhep.2022.07.019 .

  • Michele Caprio, Sayan Mukherjee

    Concentration inequalities and optimal number of layers for stochastic deep neural networks.
    arXiv:2206.11241| 2022, June 10.48550/arXiv.2206.11241 Link.

  • Michele Caprio, Sayan Mukherjee

    Extended probabilities and their application to statistical inference.
    arXiv:2111.01050| 2022, May 10.48550/arXiv.2111.01050 Link.

  • Eya Cherif, Maximilian Hell, Melanie Brandmeier

    DeepForest: Novel Deep Learning Models for Land Use and Land Cover Classification Using Multi-Temporal and -Modal Sentinel Data of the Amazon Basin.
    Remote Sensing| 14(19), 5000, 2022 10.3390/rs14195000 .

  • Victor Christen, Tim Häntschel, Peter Christen, Erhard Rahm

    Privacy-preserving record linkage using autoencoders.
    International Journal of Data Science and Analytics| 2022, December 10.1007/s41060-022-00377-2 .

  • Cifci D, Foersch S, Kather JN

    Artificial intelligence to identify genetic alterations in conventional histopathology.
    The Journal of Pathology | 257, 4 , 2022, July , 430-444 10.1002/path.5898 .

  • Jose Antonio Corona-Gomez, Evelia Lorena Coss-Navarrete, Irving Jair Garcia-Lopez, Christopher Klapproth, Jaime Alejandro Pérez-Patiño, Selene L. Fernandez-Valverde

    Transcriptome-guided annotation and functional classification of long non-coding RNAs in Arabidopsis thaliana.
    Sci Rep| 12, 14063, 2022, August 10.1038/s41598-022-18254-0 .

  • Jordi Cortés-Andrés, Gustau Camps-Valls, Sebastian Sippel, Enik\Ho Székely, Dino

    Physics-aware nonparametric regression models for Earth data analysis.
    Environmental Research Letters| 17, 5, 2022, May 10.1088/1748-9326/ac6762 .

  • Raimund Dachselt, Sarah Alice Gaggl, Markus Krötzsch, Julián Méndez, Dominik Rusovac, Mei Yang

    NEXAS: A Visual Tool for Navigating and Exploring Argumentation Solution Spaces.
    Frontiers in Artificial Intelligence and Applications| 2022, 116-127 10.3233/FAIA220146 .

  • Niklas Deckers, Maik Fröbe, Johannes Kiesel, Gianluca Pandolfo, Christopher Schröder, Benno Stein, Martin Potthast

    The Infinite Index: Information Retrieval on Generative Text-To-Image Models.
    CHIIR 2023| 2022, Dezember, Deckers Link.

  • Niklas Deckers, Martin Potthast

    WARC-DL: Scalable Web Archive Processing for Deep Learning.
    4th International Symposium on Open Search Technology (OSSYM 2022). International Open Search Symposium| 2022, October 10.48550/arXiv.2209.12299 .

  • Diego del Alamo, Davide Sala, Hassane S Mchaourab, Jens Meiler

    Sampling alternative conformational states of transporters and receptors with AlphaFold2.
    Elife 2022; 11| 2022, March 10.7554/eLife.75751 .

  • Hermann Diebel-Fischer

    Ethik und technisches Handeln. Eine Verhältnisbestimmung zweier Aspekte des menschlichen Lebensvollzugs.
    Tagungsband der 15. Ingenieurpädagogischen Regionaltagung 2021. Berlin: IPW| 2022, 135–140 .

  • Hermann Diebel-Fischer, Christoph Lehmann

    Lost in translation? Capturing the world in data considering ethics [Poster presentation].
    Helmholtz AI Conference, Dresden, Germany| 2022, June .

  • Hermann Diebel-Fischer

    Democratizing Algorithms? An Assessment of a Potentially Dangerous Endeavor.
    Quo vadis Digital Democracy? Strengthening and Preserving Democracy in the Digital Age (Bonn, Sep 29-Oct 1 2022)| 2022 .

  • Hermann Diebel-Fischer, Lutz Hellmig

    Ethische Fragen und informatische Modelle – eine symbiotische Beziehung in der informatischen Bildung.
    INFORMATIK 2022, Informatik & Gesellschaft| 2022, September .

  • Wolfgang Dvorak, Matthias König, Markus Ulbricht, Stefan Woltran

    Rediscovering Argumentation Principles Utilizing Collective Attacks.
    Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning (KR'22)| 2022, August .

  • Wolfgang Dvorak, Markus Ulbricht, Stefan Woltran

    Recursion in Abstract Argumentation is Hard – On the Complexity of Semantics Based on Weak Admissibility.
    Journal of Artificial Intelligence Research| 74, 2022, 1403 -1447 10.1613/jair.1.13603 Link.

  • Ebert MP, Meindl-Beinker NM, Gutting T, Maenz M, Betge J, Schulte N, Zhan T, Weidner P, Burgermeister E, Hofheinz R, Vogel A, Angermeier S, Bolling C, de Wit M, Jakobs R, Karthaus M, Stocker G, Thuss-Patience P, Leidig T, Gaiser T, Kather JN, Haertel N

    Second-line therapy with nivolumab plus ipilimumab for older patients with oesophageal squamous cell cancer (RAMONA): a multicentre, open-label phase 2 trial.
    Lancet Healthy Longev.| 3, 6, 2022, June, e417-e427 10.1016/S2666-7568(22)00116-7 .

  • Ali Elhalawati, Markus Krötzsch, Stephan Mennicke

    An Existential Rule Framework for Computing Why-Provenance On-Demand for Datalog.
    Proceddings of the 6th International Joint Conference on Rules and Reasoning (RuleML+RR 2022)| 2022 Link.

  • Stefan Ellmauthaler, Sarah Alice Gaggl, Dominik Rusovac, Johannes P. Wallner

    ADF – BDD : An ADF Solver Based on Binary Decision Diagrams.
    Proceedings of the 9th International Conference on Computational Models of Argument (COMMA 2022)| 2022 .

  • Stefan Ellmauthaler, Markus Krötzsch, Stephan Mennicke

    Answering Queries with Negation over Existential Rules.
    Proceedings of the AAAI Conference on Artificial Intelligence| 36, 5, 2022, 5626-5633 10.1609/aaai.v36i5.20503 .

  • Stefan Ellmauthaler, Sarah Alice Gaggl, Dominik Rusovac, Johannes P. Wallner

    Representing Abstract Dialectical Frameworks with Binary Decision Diagrams.
    Proceedings of the 16th International Conference on Logic Programming and Non-monotonic Reasoning (LPNMR 2022)| 2022, 177–189 10.1007/978-3-031-15707-3_14 .

  • Theresa Elstner, Johannes Kiesel, Lars Meyer, Max Martius, Sebastian Schmidt, Benno Stein, and Martin Potthast

    Visual Web Archive Quality Assessment.
    26th International Conference on Theory and Practice of Digital Libraries (TPDL 2022)| 2022, 365–371 10.1007/978-3-031-16802-4_34 .

  • Jan Engelhardt, Oliver Scheer, Peter F. Stadler, Sonja J. Prohaska

    Evolution of DNA methylation across Ecdysozoa.
    bioRxiv| 2022 10.1101/2021.07.15.452454 .

  • Faiq Miftakhul Falakh, Sebastian Rudolph

    AGM Revision in Description Logics under Fixed-Domain Semantics.
    Proceedings of the 35th International Workshop on Description Logics (DL 2022)| 2022, August .

  • Clemens Fritzsch, Joern Hoffmann, Martin Bogdan

    Reduction of Bitstream Size for Low-Cost iCE40 FPGAs.
    32nd International Conference on Field Programmable Logic and Applications (FPL)| 2022 Link.

  • Clemens Fritzsch, Joern Hoffmann, Martin Bogdan

    Evolving Hardware by Direct Bitstream Manipulation of a Modern FPGA.
    2022 IEEE Congress on Evolutionary Computation (CEC)| 2022 10.1109/CEC55065.2022.9870297 .

  • Maik Fröbe, Sebastian Günther, Maximilian Probst, Martin Potthast, and Matthias Hagen

    The Power of Anchor Text in the Neural Retrieval Era.
    In Matthias Hagen et al., editors, Advances in Information Retrieval. 44th European Conference on IR Research (ECIR 2022)| 2022 Link.

  • Maik Fröbe, Christopher Akiki, Martin Potthast & Matthias Hagen

    Noise-Reduction for Automatically Transferred Relevance Judgments.
    CLEF 2022: Experimental IR Meets Multilinguality, Multimodality, and Interaction| 2022, 48–61 10.1007/978-3-031-13643-6_4 .

  • Maik Fröbe, Christopher Akiki, Martin Potthast, and Matthias Hagen

    How Train-Test Leakage Affects Zero-shot Retrieval.
    Diego Arroyuelo and Barbara Poblete (eds.) 29th International Symposium on String Processing and Information Retrieval (SPIRE 2022)| 2022, November .

  • Maurice Funk, Jean Christoph Jung, Carsten Lutz

    Frontiers and Exact Learning of ELI Queries under DL-Lite Ontologies.
    Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022| 2022, 2627-2633 10.24963/ijcai.2022/364 .

  • Sarah Alice Gaggl, Philipp Hanisch, Markus Krötzsch

    Simulating Sets in Answer Set Programming.
    Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI 2022)| 2022, 2634-2640 10.24963/ijcai.2022/365 .

  • Ghaffari Laleh N, Loeffler CML, Grajek J, Staňková K, Pearson AT, Muti HS, Trautwein C, Enderling H, Poleszczuk J, Kather JN

    Classical mathematical models for prediction of response to chemotherapy and immunotherapy.
    PLoS Comput Biol | 18, 2, 2022 10.1371/journal.pcbi.1009822 .

  • Ghaffari Laleh N, Ligero M, Perez-Lopez R, Kather JN

    Facts and hopes on the use of artificial intelligence for predictive immunotherapy biomarkers in cancer.
    Clinical Cancer Research| 2022, September 10.1158/1078-0432.CCR-22-0390 .

  • Ghaffari Laleh N, Muti HS, Loeffler CML, Echle A, Saldanha OL, Mahmood F, Lu MY, Trautwein C, Langer R, Dislich B, Buelow RD, Grabsch HI, Brenner H, Chang-Claude J, Alwers E, Brinker TJ, Khader F, Truhn D, Gaisa NT, Boor P, Hoffmeister M, Schulz V, Kather JN

    Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology.
    Medical Image Analysis| 79, 102474, 2022, July 10.1016/j.media.2022.102474 .

  • Lukas Gienapp, Maik Fröbe, Matthias Hagen, and Martin Potthast

    Sparse Pairwise Re-ranking with Pre-trained Transformers.
    2022 ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR '22)| 2022, July 10.48550/arXiv.2207.04470 .

  • Tim S. Lyon, Lucía Gómez Álvarez

    Automating Reasoning with Standpoint Logic via Nested Sequents.
    19th International Conference on the Principles of Knowledge Representation and Reasoning (KR'22)| 2022 10.48550/ARXIV.2205.02749 .

  • David Groß, Michaela Klauck, Timo P. Gros, Marcel Steinmetz, Jörg Hoffmann, and Stefan Gumhold

    Glyph-Based Visual Analysis of Q-Learning Based Action Policy Ensembles on Racetrack.
    International Journal on Software Tools for Technology Transfer, 2022. | 2022 Link.

  • Alican Gulsevin, Andrew M Glazer, Tiffany Shields, Brett M Kroncke, Dan M Roden, Jens Meiler

    Veratridine Can Bind to a Site at the Mouth of the Channel Pore at Human Cardiac Sodium Channel Na V 1.5.
    Int J Mol Sci 2022; 23(4)| 2022, February 10.3390/ijms23042225 .

  • Matthias Hagen, Maik Fröbe, Artur Jurk, and Martin Potthast

    Clickbait Spoiling via Question Answering and Passage Retrieval.
    In Smaranda Muresan, Preslav Nakov, and Aline Villavicencio, editors, 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022)| 2022, May, 7025-7036 10.48550/arXiv.2203.10282 .

  • Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold

    Enhancing Fairness of Visual Attribute Predictors.
    Proceedings of the Asian Conference on Computer Vision (ACCV 2022)| 2022, December, 1211-1227 10.1007/978-3-031-26351-4_10 .

  • Hauser K, Kurz A, Haggenmüller S, Maron RC, von Kalle C, Utikal JS, Meier F, Hobelsberger S, Gellrich FF, Sergon M, Hauschild A, French LE, Heinzerling L, Schlager JG, Ghoreschi K, Schlaak M, Hilke FJ, Poch G, Kutzner H, Berking C, Heppt MV, Erdmann M, Haferkamp S, Schadendorf D, Sondermann W, Goebeler M, Schilling B, Kather JN, Fröhling S, Lipka DB, Hekler A, Krieghoff-Henning E, Brinker TJ

    Explainable artificial intelligence in skin cancer recognition: A systematic review.
    European Journal of Cancer| 167, 2022, May, 54-69 10.1016/j.ejca.2022.02.025 .

  • Nikolaus Hautsch, Ostap Okhrin, Alexander Ristig

    Maximum-Likelihood Estimation Using the Zig-Zag Algorithm.
    Journal of Financial Econometrics| 2022, April 10.1093/jjfinec/nbac006 .

  • Jonathan Heins, Jeroen Rook, Lennart Schäpermeier, Pascal Kerschke, Jakob Bossek, Heike Trautmann

    BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems.
    Proceedings of the 17th International Conference on Parallel Problem Solving from Nature (PPSN XVII)| 2022, August 10.1007/978-3-031-14714-2_14 .

  • Heinz CN, Echle A, Foersch S, Bychkov A, Kather JN

    The future of artificial intelligence in digital pathology – results of a survey across stakeholder groups.
    Histopathology| 7, 2022, June, 1121-1127 10.1111/his.14659 .

  • Christian Herzog and Hermann Diebel-Fischer

    Teaching Ethics Through the Back Door? – Employing Ideas From Assemblage Theory to Foster a Responsible Innovation Mindset.
    Conference publications SEFI 2022| 2022 .

  • Jörn Hoffmann, Clemens Fritzsch, Martin Bogdan

    CoBEA: Framework for Evolving Hardware by Direct Manipulation of FPGA Bitstreams.
    Genetic and Evolutionary Computation Conference Companion (GECCO '22 Companion) July 9 -13, 2022, Boston, MA, USA| 2022, July, 112–115 10.1145/3520304.3528821 .

  • Alex Ivliev, Larry González, Markus Krötzsch, Stephan Mennicke

    Efficient Dependency Analysis for Rule-Based Ontologies.
    The Semantic Web - ISWC 2022 - 21th International Semantic Web| 2022 10.48550/arXiv.2207.09669 .

  • Neringa Jurenaite, Daniel León-Periñán, Veronika Donath, Sunna Torge, René Jäkel

    SetQuence & SetOmic: Deep Set Transformer-based Representations of Cancer Multi-Omics.
    Proceedings of the 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)| 2022, August 10.1109/CIBCB55180.2022.9863058 .

  • Lester Kalms, Tim Häring, Diana Göhringer

    DECISION: Distributing OpenVX Applications on CPUs, GPUs and FPGAs using OpenCL.
    IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)| 2022, 84-91 10.1109/IPDPSW55747.2022.00023 .

  • Karge, Jonas and Rudolph, Sebastian

    The More the Worst-Case-Merrier: A Generalized Condorcet Jury Theorem for Belief Fusion.
    2022, 8, 205-214 10.24963/kr.2022/21 Link.

  • Kather JN, Ghaffari Laleh N, Foersch S, Truhn D

    Medical domain knowledge in domain-agnostic generative AI.
    npj Digital Medicine | 5, 90, 2022 10.1038/s41746-022-00634-5 .

  • Teja Kattenborn, Felix Schiefer, Julian Frey, Hannes Feilhauer, Miguel D.Mahecha, Carsten F. Dormann

    Spatially autocorrelated training and validation samples inflate performance assessment of convolutional neural networks.
    ISPRS Open Journal of Photogrammetry and Remote Sensing| 5, 2022 10.1016/j.ophoto.2022.100018 .

  • Teja Kattenborn, Ronny Richter, Claudia Guimaraes-Steinicke, Hannes Feilhauer, Christian Wirth

    AngleCam – Predicting the temporal variation of leaf angle distributions from image series with deep learning.
    Methods in Ecology & Evolution| 2022 10.1111/2041-210X.13968 .

  • Martin Keller-Ressel, Stephanie Nargang

    Strain-Minimizing Hyperbolic Network Embeddings with Landmarks.
    2022 10.48550/arXiv.2207.06775 .

  • Kers J, Bülow RD, Klinkhammer BM, Breimer GE, Fontana F, Abiola AA, Hofstraat R, Corthals GL, Peters-Sengers H, Djudjaj S, von Stillfried S, Hölscher DL, Pieters TT, van Zuilen AD, Bemelman FJ, Nurmohamed AS, Naesens M, Roelofs JJTH, Florquin S, Floege J, Nguyen TQ, Kather JN, Boor P.

    Deep learning-based classification of kidney transplant pathology: a retrospective, multicentre, proof-of-concept study.
    The Lancet Digital Health| 4, Issue 1, 2022, January , e18-e26 10.1016/S2589-7500(21)00211-9 .

  • Christopher Klapproth, Siegfried Zöztsche, Felix Kühnl, Jörg Fallmann, Peter F. Stadler, Sven Findeiß

    Tailored machine learning models for functional RNA detection in genome-wide screens.
    bioRxiv| 2022, September 10.1101/2022.09.01.506220 .

  • Matthias Koenig, Anna Rapberger, Markus Ulbricht

    Just a Matter of Perspective.
    353, 2022, 212--223 10.3233/FAIA220154 Link.

  • Philippe Krajsic, Bogdan Franczyk

    Catch Me If You Can: Online Classification for Near Real-Time Anomaly Detection in Business Process Event Streams..
    Procedia Computer Science, Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES2022| 2022, 235-244 10.1016/j.procs.2022.09.056 .

  • Kurz A, Hauser K, Mehrtens HA, Krieghoff-Henning E, Hekler A, Kather JN, Fröhling S, von Kalle C, Brinker TJ

    Uncertainty Estimation in Medical Image Classification: Systematic Review.
    JMIR Medical Information| 10, 8, 2022, August 10.2196/36427 .

  • Maximilian Lange, Hannes Feilhauer, Ingolf Kühn, Daniel Doktor

    Mapping land-use intensity of grasslands in Germany with machine learning and Sentinel-2 time series.
    Remote Sensing of Environment| 277, 2022, August 10.1016/j.rse.2022.112888 .

  • Anne Lauber-Rönsberg

    Befugnisse des Sacheigentümers: Recht am Bild und Recht am Datum der eigenen Sache?.
    Hofmann/Raue/Zech: Eigentum in der digitalen Gesellschaft, Mohr Siebeck, Tübingen.| 2022 Link.

  • Matthew Leinhauser, René Widera, Sergei Bastrakov, Alexander Debus, Michael Bussmann, Sunita Chandrasekaran

    Metrics and Design of an Instruction Roofline Model for AMD GPUs.
    ACM Transactions on Parallel Computing| 9, 1, 2022, March, 1-14 10.1145/3505285 Link.

  • Evgeny Levinkov, Amirhossein Kardoost, Bjoern Andres, Margret Keuper

    Higher-Order Multicuts for Geometric Model Fitting and Motion Segmentation..
    Transactions on Pattern Analysis and Machine Intelligence 2022| 2022 10.1109/TPAMI.2022.3148795 .

  • Ying‐Chi Lin, Phillip Hoffmann, Erhard Rahm

    Enhancing Cross-lingual Biomedical Concept Normalization Using Deep Neural Network Pretrained Language Models.
    SN Computer Science| 2022, July 10.1007/s42979-022-01295-7 Link.

  • Loeffler CML, Ortiz Bruechle N, Jung M, Seillier L, Rose M, Laleh NG, Knuechel R, Brinker TJ, Trautwein C, Gaisa NT, Kather JN

    Artificial Intelligence–based Detection of FGFR3 Mutational Status Directly from Routine Histology in Bladder Cancer: A Possible Preselection for Molecular Testing?.
    European Urology Focus| 8, 2, 2022, March, 472-479 10.1016/j.euf.2021.04.007 .

  • Loeffler CML, Gaisa NT, Muti HS, van Treeck M, Echle A, Ghaffari Laleh N, Trautwein C, Heij LR, Grabsch HI, Ortiz Bruechle N, Kather JN

    Predicting Mutational Status of Driver and Suppressor Genes Directly from Histopathology With Deep Learning: A Systematic Study Across 23 Solid Tumor Types.
    Front Genet.| 12, 2022, Februar 10.3389/fgene.2021.806386 .

  • Maiello Lorenzo, Ball Lorenzo, Micali Marco, Iannuzzi Francesca, Scherf Nico, Hoffmann Ralf-Thorsten, Gama de Abreu Marcelo, Pelosi Paolo, Huhle Robert

    Automatic Lung Segmentation and Quantification of Aeration in Computed Tomography of the Chest Using 3D Transfer Learning.
    Frontiers in Physiology | 12 , 2022 10.3389/fphys.2021.725865 .

  • Maria Oliveira Monteiro Lummy, Joao Saraiva Pedro, Brizola Toscan Rodolfo, Peter F. Stadler et al.

    PredicTF: prediction of bacterial tran- scription factors in complex microbial communities using deep learning.
    bioRxiv preprint | 2022 10.1101/2021.01.28.428666 .

  • Carsten Lutz, Leif Sabellek

    A complete classification of the complexity and rewritability of ontology-mediated queries based on the description logic.
    Artificial Intelligence 308| 2022, July 10.1016/j.artint.2022.103709 .

  • Carsten Lutz, Leif Sabellek, Lukas Schulze

    Ontology-Mediated Querying on Databases of Bounded Cliquewidth.
    19th International Conference on Principles of Knowledge Representation and Reasoning| 2022 10.48550/arXiv.2205.02190 .

  • Carsten Lutz, Marcin Przybyłko

    Efficiently Enumerating Answers to Ontology-Mediated Queries.
    PODS '22: International Conference on Management of Data| 2022 10.48550/arXiv.2203.09288 .

  • Maron RC, Hekler A, Haggenmüller S, von Kalle C, Utikal JS, Müller V, Gaiser M, Meier F, Hobelsberger S, Gellrich FF, Sergon M, Hauschild A, French LE, Heinzerling L, Schlager JG, Ghoreschi K, Schlaak M, Hilke FJ, Poch G, Korsing S, Berking C, Heppt MV, Erdmann M, Haferkamp S, Schadendorf D, Sondermann W, Goebeler M, Schilling B, Kather JN, Fröhling S, Lipka DB, Krieghoff-Henning E, Brinker TJ

    Model soups improve performance of dermoscopic skin cancer classifiers.
    European Journal of Cancer| 173, 2022, September , 307-316 10.1016/j.ejca.2022.07.002 .

  • Beatriz Martinez-Vega, Mariia Tkachenko, Marianne Matkabi, Samuel Ortega, Hilmar Fabelo, Francisco Balea-Fernandez, Marco La Salvia, Emmanuele Torti, Francesco Leporati, Gustavo M. Callico, Claire Chalopin

    Evaluation of Preprocessing Methods on Independent Medical Hyperspectral Databases to Improve Analysis.
    Sensors| 22, 22, 2022 10.3390/s22228917 .

  • Francesco Martinuzzi, Chris Rackauckas, Anas Abdelrehim, Miguel Mahecha, Karin Mora

    ReservoirComputing.jl: An Efficient and Modular Library for Reservoir Computing Models.
    Journal of Machine Learning Research| 23, 288, 2022, 1--8 10.48550/ARXIV.2204.05117 Link.

  • Maximilian Marx, Markus Krötzsch

    Tuple-Generating Dependencies Capture Complex Values.
    ICDT: 25th International Conference on Database Theory, 29th March-1st April, 2022| 2022 10.5446/57489 .

  • Eli Fritz McDonald, Hope Woods, Shannon T Smith , Minsoo Kim, Clara T Schoeder, Lars Plate , Jens Meiler

    Structural Comparative Modeling of Multi-Domain F508del CFTR.
    Biomolecules 2022; 12(3)| 2022, March 10.3390/biom12030471 .

  • Christofer Meinecke, Jeremias Schebera, Jakob Eschrich, Daniel Wiegreffe Titel

    Visualizing Similarities between American Rap-Artists based on Text Reuse.
    LEVIA'22| 2022, July 10.36730/2022.1.levia.8 .

  • Nam D, Chapiro J, Paradis V, Seraphin TP, Kather JN

    Artificial intelligence in liver diseases: Improving diagnostics, prognostics and response prediction.
    JHEP Reports | 4, 2022, 1232–1239 10.1016/j.jhepr.2022.100443 .

  • S. Nikolov, J. Tranchida, K. Ramakrishna, M. Lokamani, A. Cangi, M. A. Wood

    Dissociating the phononic, magnetic and electronic contributions to thermal conductivity: a computational study in α-iron.
    Journal of Materials Science| 57, 2022, February, 10535–10548 10.1007/s10853-021-06865-3 .

  • Noble R, Burri D, Le Sueur C, Lemant J, Viossat Y, Kather JN, Beerenwinkel N.

    Spatial structure governs the mode of tumour evolution..
    Nature Ecology & Evolution| 6, 2022, 207–217 10.1038/s41559-021-01615-9 .

  • Pirah Noor Soomro, Mustafa Abduljabbar, Jeronimo Castrillon, Miquel Peric'as

    Shisha: Online scheduling of CNN pipelines on heterogeneous architectures.
    14th International Conference on Parallel Processing and Applied Mathematics. | 2022, November 10.48550/arXiv.2202.11575 .

  • Adam Nunn, Isaac Rodrıguez-Arevalo, Zenith Tandukar, Katherine Frels, Adrian Contreras- Garrido, Pablo Carbonell-Bejerano, Panpan Zhang, Daniela Ramos-Cruz Ramos-Cruz, Peter F. Stadler et al

    Chromosome-level Thlaspi arvense genome provides new tools for translational re- search and for a newly domesticated cash cover crop of the cooler climates.
    bioRxiv preprint | 2022 10.1101/2021.07.30.454478 .

  • Daniel Obraczka, Erhard Rahm

    Fast Hubness-Reduced Nearest Neighbor Search for Entity Alignment in Knowledge Graphs.
    SN Computer Science| 3, 2022, Octobre 10.1007/s42979-022-01417-1 .

  • Ostap Okhrin, Michael Rockinger, Manuel Schmid

    Distributional properties of continuous time processes: from CIR to Bates.
    AStA Advances in Statistical Analysis| 2022, August 10.1007/s10182-022-00459-3 .

  • Piotr Ostropolski-Nalewaja, Jerzy Marcinkowski, David Carral, Sebastian Rudolph

    A Journey to the Frontiers of Query Rewritability.
    41st Symposium on Principles of Database Systems (PODS'22)| 2022 10.48550/ARXIV.2012.11269 .

  • Marzan Tasnim Oyshi, Verena Maleska, Jochen Schanze, Franziskus Borrmann, Raimund Dachselt, Stefan Gumhold

    FloodVis: Visualization of Climate Ensemble Flood Projections in Virtual Reality.
    Workshop on Visualisation in Environmental Sciences (EnvirVis)| 2022, June 10.2312/envirvis.20221053 Link.

  • Marzan Tasnim Oyshi, Benjamin Russig, Raimund Dachselt, Stefan Gumhold

    VRCellLabeler (VCL): Immersive labeling of Platynereis embryo’s cell lineage trees in Virtual Reality.
    Eurographics Workshop on Visual Computing for Biology and Medicine (2022)| 2022, September 10.2312/envirvis20221053 .

  • Alonso Palomino, Martin Potthast, Khalid Al-Khatib, Benno Stein

    Differential Bias: On the Perceptibility of Stance Imbalance in Argumentation.
    The 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (AACL-IJCNLP)| 2022, November 10.48550/arXiv.2210.06970 .

  • Peter Pennitz, Holger Kirsten, Vincent D. Friedrich, Emanuel Wyler, Cengiz Goekeri, Benedikt Obermayer, Gitta A. Heinz, Mir-Farzin Mashreghi, Maren Büttner, Jakob Trimpert, Markus Landthaler, Norbert Suttorp, Andreas C. Hocke, Stefan Hippenstiel, Mario Tönnies, Markus Scholz, Wolfgang M. Kuebler, Martin Witzenrath, Katja Hoenzke, Geraldine Nouailles

    A pulmonologist’s guide to perform and analyse cross-species single lung cell transcriptomics.
    European Respiratory Review 31| 2022, September 10.1183/16000617.0056-2022 .

  • Britta Pester, Benjamin Russig, Oliver Winke, Carolin Ligges, Raimund Dachselt, Stefan Gumhold

    Understanding multi-modal brain network data: An immersive 3D visualization approach.
    Computers & Graphics | 106, 2022, 08, 88-97 Link.

  • Saksham Phul, Georg Kuenze, Carlos G. Vanoye, Charles R. Sanders, Alfred L. George Jr., Jens Meiler

    Predicting the functional impact of KCNQ1 variants with artificial neural networks.
    PLoS Comput Biol 2022; 18(4): e1010038| 2022, April 10.1371/journal.pcbi.1010038 .

  • Michelle Pistner Nixon, Jeffrey Letourneau, Lawrence A. David, Sayan Mukherjee, Justin D. Silverman

    A Statistical Analysis of Compositional Surveys.
    arXiv:2201.03616| 2022 10.48550/ARXIV.2201.03616 Link.

  • Martin Potthast Janek Bevendorff and Benno Stein

    The Impact of Online Affiliate Marketing on Web Search.
    4rd International Symposium on Open Search Technology (OSSYM 2022)| 2022, October .

  • Raphael Patrick Prager, Moritz Vinzent Seiler, Heike Trautmann, Pascal Kerschke

    Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods.
    Proceedings of the 17th International Conference on Parallel Problem Solving from Nature (PPSN XVII)| 2022, August 10.1007/978-3-031-14714-2_1 .

  • Rocio I R Macias, Vincenzo Cardinale , Timothy J Kendall, Matias A Avila, Maria Guido, Cedric Coulouarn, Chiara Braconi, Adam E Frampton 9 , John Bridgewater, Diletta Overi, Stephen P Pereira, Marco Rengo, Jakob N Kather, Angela Lamarca, Federica Pedica, Alejandro Forner, Juan W Valle, Eugenio Gaudio, Domenico Alvaro, Jesus M Banales, Guido Carpino

    Clinical relevance of biomarkers in cholangiocarcinoma: critical revision and future directions.
    Gut. 2022 | 71, 2022, 08, 1669-1683 10.1136/gutjnl-2022-327099 .

  • Anna Rapberger, Markus Ulbricht

    On Dynamics in Structured Argumentation Formalisms.
    Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning (KR'22)| 2022, August .

  • Jan Heinrich Reimer, Johannes Huck, and Alexander Bondarenko

    Grimjack at Touché 2022: Axiomatic Re-ranking and Query Reformulation.
    In Guglielmo Faggioli, Nicola Ferro, Allan Hanbury, and Martin Potthast, (eds.) Working Notes Papers of the CLEF 2022 Evaluation Labs, volume 3180 of CEUR Workshop Proceedings| 2022, September Link.

  • Kimberly E. Roche , Sayan Mukherjee

    The accuracy of absolute differential abundance analysis from relative count data.
    PLoS Computational Biology| 2022, July 10.1371/journal.pcbi.1010284 .

  • Michael Rockinger, Ostap Okhrin, Manuel Schmid

    Simulating the CIR and Heston Processes: Matching the First Four Moments.
    Journal of Computational Finance| 2022 .

  • Amelie Röhling, Johannes Weil

    Die Grenzen privater Normsetzung durch soziale Netzwerke: Zur Drittwirkung der Unionsgrundrechte bei Community Standards am Beispiel von Hate Speech.
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  • Günter Rudolph, Anna V. Kononova, Hernán Aguirre, Pascal Kerschke, Gabriela Ochoa, Tea Tušar

    Parallel Problem Solving from Nature – PPSN XVII Part II.
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    Parallel Problem Solving from Nature – PPSN XVII Part I.
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  • Benjamin Russig, David Groß, Raimund Dachselt, Stefan Gumhold

    On-Tube Attribute Visualization for Multivariate Trajectory Data.
    IEEE Visualization Conference 2022| 2022 .

  • Davide Sala, Diegodel Alamo, Hassane S. Mchaourab, JensMeiler

    Modeling of protein conformational changes with Rosetta guided by limited experimental data.
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    Swarm learning for decentralized artificial intelligence in cancer histopathology.
    Nature Medicine| 28, 2022, 1232–1239 10.1038/s41591-022-01768-5 .

  • Lennart Schäpermeier, Christian Grimme, Pascal Kerschke

    MOLE: Digging Tunnels Through Multimodal Multi-Objective Landscapes.
    Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’22)| 2022, July 10.1145/3512290.3528793 .

  • Stephanie Schiedermair, Johannes Weil

    Online-Intermediäre als Träger der Meinungsfreiheit – Eine Betrachtung der deutschen, europäischen und amerikanischen Judikatur zum Content Management von Webplattformen.
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  • Ferdinand Schlatt, Dieter Bettin, Matthias Hagen, Benno Stein, and Martin Potthast

    Mining Health-related Cause-Effect Statements with High Precision at Large Scale.
    29th International Conference on Computational Linguistics (COLING 2022)| 2022, October .

  • Samuel Schmitz, Emily Schmitz, James Crowe, Jens Meiler

    The human antibody sequence space and structural design of the V, J regions, and CDRH3 with Rosetta.
    MAbs 2022; 14(1): 2068212| 2022, May 10.1080/19420862.2022.2068212 .

  • Schmitz R, Kather JN.

    Artificial intelligence in Barrett’s oesophagus and the need for shared and combined data.
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  • Schneider L, Laiouar-Pedari S, Kuntz S, Krieghoff-Henning E, Hekler A, Kather JN, Gaiser T, Fröhling S, Brinker TJ

    Integration of deep learning-based image analysis and genomic data in cancer pathology: A systematic review.
    European Journal of Cancer| 160, 2022, January, 80-91 10.1016/j.ejca.2021.10.007 .

  • Schneider L, Krieghoff-Henning E, Laiouar-Pedari S, Kuntz S, Hekler A, Kather JN, Gaiser T, Fröhling S, Brinker TJ

    Response to letter entitled: Re: Integration of deep learning-based image analysis and genomic data in cancer pathology: A systematic review.
    Eur J Cancer| 172, 2022, 403-404 10.1016/j.ejca.2022.06.001 .

  • Lennart Schneider, Lennart Schäpermeier, Raphael Patrick Prager, Bernd Bischl, Heike Trautmann, Pascal Kerschke

    HPO × ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis.
    Proceedings of the 17th International Conference on Parallel Problem Solving from Nature (PPSN XVII)| 2022, August 10.1007/978-3-031-14714-2_40 .

  • Maja Schneider, Lukas Gehrke, Peter Christen, Erhard Rahm

    D-TOUR : Detour-based point of interest detection in privacy-sensitive trajectories.
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    Weakly supervised annotation-free cancer detection and prediction of genotype in routine histopathology.
    The Journal of Pathology Editor's Choice| 256, 1, 2022, January, 50-60 10.1002/path.5800 .

  • Christopher Schröder, Andreas Niekler, Martin Potthast

    Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers.
    In 60th Annual Meeting of the Association for Computational Linguistics: Findings (ACL 2022)| 2022, March 10.48550/arXiv.2107.05687 .

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    Epitope-focused immunogen design based on the ebolavirus glycoprotein HR2-MPER region.
    PLoS Pathog 2022; 18(5): e1010518| 2022, May 10.1371/journal.ppat.1010518 .

  • Moritz Vinzent Seiler, Raphael Patrick Prager, Pascal Kerschke, Heike Trautmann

    A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes.
    Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’22)| 2022, July 10.1145/3512290.3528834 .

  • Alexander Shekhovtsov, Dmitrij Schlesinger, Boris Flach

    VAE Approximation Error: ELBO and Exponential Families.
    The 10. International Conference on Learning Representations (ICLR 2022)| 2022, April 10.48550/arXiv.2102.09310 .

  • Norbert Siegmund, Johannes Dorn, Max Weber, Christian Kaltenecker, Sven Apel

    Green Configuration: Can AI Help in Reducing Energy Consumption of Configurable Software Systems?.
    IEEE Computer| 55, 3, 2022, March, 74 - 81 10.1109/MC.2021.3120048 .

  • Shannon T. Smith ,Laura Shub, Jens Meiler

    PlaceWaters: Real-time, explicit interface water sampling during Rosetta ligand docking..
    PLoS ONE 17 (5): e0269072. | 2022, May Link.

  • Salim Soltani, Hannes Feilhauer, Robbert Duker, Teja Kattenborn

    Transfer learning from citizen science photographs enables plant species identification in UAV imagery.
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    Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
    CoRR, abs/2206.04615| 2022 10.48550/arXiv.2206.04615 .

  • Shahbaz Syed, Dominik Schwabe, Martin Potthast

    Summary Workbench: Unifying Application and Evaluation of Text Summarization Models.
    The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022). Association for Computational Linguistics| 2022, December 10.48550/arXiv.2210.09587 .

  • Wai Shing Tang ,Gabriel Monteiro da Silva ,Henry Kirveslahti,Erin Skeens,Bibo Feng,Timothy Sudijono,Kevin K. Yang,Sayan Mukherjee, Brenda Rubenstein ,Lorin Crawford

    A topological data analytic approach for discovering biophysical signatures in protein dynamics.
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  • Klaudia-Doris Thellmann, Bernhard Stadler, Ricardo Usbeck, Jens Lehmann

    Transformer with Tree-order Encoding for Neural Program Generation.
    2022, May 10.48550/arXiv.2206.13354 .

  • Satyadharma Tirtarasa, Anni-Yasmin Turhan

    A New Dimension to Generalization: Computing Temporal EL Concepts from Positive Examples (Extended Abstract).
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    The influence of computer-aided polyp detection systems on reaction time for polyp detection and eye gaze.
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  • Benjamin Uhrich, Martin Schäfer, Oliver Theile, Erhard Rahm

    Using Physics-Informed Machine Learning to Optimize 3D Printing Processes.
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  • Markus Ulbricht, Johannes P. Wallner

    Strongly Accepting Subframeworks: Connecting Abstract and Structured Argumentation.
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  • Jacopo Urbani, Markus Krötzsch, Thomas Eiter

    Chasing Streams with Existential Rules.
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  • Tom Richard Vargis, Siavash Ghiasvand

    A Light-weight and Unsupervised Method for Near Real-time Anomaly Detection using Operational Data Measurement.
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    Assessing Anonymized System Logs Usefulness for Behavioral Analysis in RNN Models.
    International Workshop on Data-driven Resilience Research, Leipzig| 2022 .

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    On Debugging the Performance of Configurable Software Systems: Developer Needs and Tailored Tool Support.
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  • Georg Walther, Christian Martin, Amelie Haase, Ulf Nestler, Stefan Schob

    Machine Learning for Rupture Risk Prediction of Intracranial Aneurysms: Challenging the PHASES Score.
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  • Georg Walther , Christian Martin, Amelie Haase, Ulf Nestler and Stefan Schob

    Machine Learning for Rupture Risk Prediction of Intracranial Aneurysms: Challenging the PHASES Score in Geographically Constrained Areas.
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  • Martin Waltz, Abhay Kumar Sing, Ostap Okhrin

    Vulnerability-CoVaR: investigating the crypto-market.
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  • Martin Waltz, Ostap Okhrin

    Two-Sample Testing in Reinforcement Learning.
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    Deep learning can predict survival directly from histology in clear cell renal cell carcinoma.
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  • Matti Wiegmann, Michael Völske, Benno Stein, Martin Potthast

    Language Models as Context-sensitive Word Search Engines.
    Ting-Hao 'Kenneth' Huang et al., editors, Proceedings of the 1st Workshop on Intelligent and Interactive Writing Assistants (In2Writing 2022)| 2022, 39–45 10.18653/v1/2022.in2writing-1.5 .

  • Lisa Wiese, Johannes Weil

    Endangering Democratic Debate? A Fundamental Rights Analysis of Automated Content Moderation in Social Media..
    Quo vadis Digital Democracy? Strengthening and Preserving Democracy in the Digital Age (Bonn, Sep 29-Oct 1 2022)| 2022 .

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    Artificial intelligence predicts immune and inflammatory gene signatures directly from hepatocellular carcinoma histology.
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  • Melissa F. Adasme, Katja L. Linnemann, Sarah Naomi Bolz, Florian Kaiser, Joachim Haupt, Sebastian Salentin, Michael Schroeder

    PLIP 2021: Expanding the scope of the protein-ligand interaction profiler to DNA and RNA..
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    BERTian Poetics: Constrained Composition with Masked LMs.
    arXiv preprint arXiv:2110.15181| 2021, October Link.

  • Christopher Akiki, Maik Fröbe, Matthias Hagen, Martin Potthast

    Learning to Rank Arguments with Feature Selection.
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  • Khalid Al Khatib, Lukas Trautner, Henning Wachsmuth, Yufang Hou, Benno Stein

    Employing Argumentation Knowledge Graphs for Neural Argument Generation.
    Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing| 1 (Long Papers), 2021, August, 4744–4754 10.18653/v1/2021.acl-long.366 Link.

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    Deep learning improves pancreatic cancer diagnosis using RNA-based variants.
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    A User-Centered Approach to Gamify the Manual Creation of Training Data for Machine Learning.
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    Finding Good Proofs for Description Logic Entailments Using Recursive Quality Measures.
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    Key Point Analysis via Contrastive Learning and Extractive Argument Summarization.
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  • Milad Alshomary, Shahbaz Syed, Arkajit Dhar, Martin Potthast, Henning Wachsmuth

    Argument Undermining: Counter-Argument Generation by Attacking Weak Premises.
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    A workflow to identify novel proteins based on the direct mapping of Peptide-SpectrumMatches to genomic locations.
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  • Pelin Aspar, Pascal Kerschke, Vera Steinhoff, Heike Trautmann, Christian Grimme

    Multi^3: Optimizing Multimodal Single-Objective Continuous Problems in the Multi-objective Space by Means of Multiobjectivization.
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  • Daniel Ayala, Irma Hernández, David Ruiz, Erhard Rahm

    Towards the smart use of embedding and instance features for property matching.
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  • Franz Baader, Patrick Koopmann, Francesco Kriegel, and Adrian Nuradiansya

    Computing Optimal Repairs of Quantified ABoxes w.r.t. Static EL TBoxes.
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    Safety of Quantified ABoxes w.r.t. Singleton EL Policies.
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    An Algebraic View on p-Admissible Concrete Domains for Lightweight Description Logics.
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    Hamiltonicity in power graphs of a type of abelian groups.
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    Enforcement in Formal Argumentation.
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    Limits and Possibilities of Forgetting in Abstract Argumentation.
    Proceedings of the 19th edition of the International Workshop on Non-Monotonic Reasoning (NMR'21)| 2021, November Link.

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    On Cycles, Attackers and Supporters — A Contribution to The Investigation of Dynamics in Abstract Argumentation.
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  • Ringo Baumann, Markus Ulbricht

    Choices and their Consequences – Explaining Acceptable Sets in Abstract Argumentation Frameworks.
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    Comparing Weak Admissibility Semantics to their Dung-style Counterparts (Extended Abstract).
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  • Ringo Baumann, Anna Rapberger, Markus Ulbricht

    Equivalence in Argumentation Frameworks with a Claim-centric View: Classical Results With Novel Ingredients.
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    A 2 x 2 random switching model and its dual risk model.
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    Compositional properties of alignments.
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    Invertible Surrogate Models: Joint surrogate modelling and reconstruction of Laser-Wakefield Acceleration by invertible neural networks.
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    FastWARC: Optimizing Large-Scale Web Archive Analytics.
    arXiv preprint arXiv:2112.03103| 2021, November Link.

  • Janek Bevendorff, Berta Chulvi, Gretel Liz De La Peña Sarracén, Mike Kestemont, Enrique Manjavacas, Ilia Markov, Maximilian Mayerl, Martin Potthast, Francisco Rangel, Paolo Rosso, Efstathios Stamatatos, Benno Stein, Matti Wiegmann, Magdalena Wolska, Eva Zangerle

    Overview of PAN 2021: Authorship Verification, Profiling Hate Speech Spreaders on Twitter, and Style Change Detection.
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    Squeeze-and-Threshold Based Quantization for Low-Precision Neural Networks.
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    Visual Analysis of the Relation Between Stiffness Tensor and the Cauchy-Green Tensor.
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    Gene losses in the common vampire bat illuminate molecular adaptations to blood feeding.
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    Datalog-Expressibility for Monadic and Guarded Second-Order Logic.
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    On Logics and Homomorphism Closure.
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  • Sarah Naomi Bolz, Sebastian Salentin, Joachim Haupt, Gary Jennings, Jared Sterneckert, Michael Schroeder

    Structural binding site comparisons reveal Crizotinib as a novel Lrrk2 Inhibitor..
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    Overview of Touché 2021: Argument Retrieval.
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    Capturing Homomorphism-Closed Decidable Queries with Existential Rules.
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    Computational redesign of a fluorogen activating protein with Rosetta.
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  • Alexander Brauckmann, Andrés Goens, Jeronimo Castrillon

    Polyhedral Optimizations as an Environment for Reinforcement Learning.
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  • Braun, Simone; Georges, Alkhouri; Eric Peukert.

    KOBRA: Praxisfähige lernbasierte Verfahren zur automatischen Konfiguration von Business-Regeln in Duplikaterkennungssystemen..
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    Deep learning identifies inflamed fat as a risk factor for lymph node metastasis in early colorectal cancer.
    The Journal of Pathology| 256, 3, 2021, November, 269-281 10.1002/path.5831 .

  • Martin Bromberger, Irina Dragoste, Rasha Faqeh, Christof Fetzer, Markus Krötzsch, Christoph Weidenbach

    A Datalog Hammer for Supervisor Verification Conditions Modulo Simple Linear Arithmetic.
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    General Purpose Structure-Based Drug Discovery Neural Network Score Functions with Human-Interpretable Pharmacophore Maps.
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  • Wolfgang Büschel, Anke Lehmann, Raimund Dachselt

    MIRIA: A Mixed Reality Toolkit for the In-Situ Visualization and Analysis of Spatio-Temporal Interaction Data.
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  • Uta Ceglarek, Paul Schellong, Maciej Rosolowski, Markus Scholz, Anja Willenberg et al.

    The novel cystatin C, lactate, interleukin-6, and N-terminal pro-B-type natriuretic peptide (CLIP)-based mortality risk score in cardiogenic shock after acute myocardial infarction.
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  • Manoj Changat, Ameera Vaheeda Shanavas, Peter F. Stadler

    Transit Functions and Clustering Systems.
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    Optimization of Wiedemann-99 Model Parameters for Mixed Traffic Using Vehicular Trajectory Data.
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    Machine learning pattern recognition and differential network analysis of gastric microbiome in the presence of proton pump inhibitor treatment or Helicobacter pylori infection..
    Nature Communications| 2021 10.1101/2020.03.24.005587 .

  • M. C. S. F. Costa, J. V. A. Oliveira , W. M. C. da Silva, R. Sen, J. Fallmann, P. F. Stadler. M. E. M. T. Walter

    Machine Learning Studies of Non-coding RNAs based on Artificially Constructed Training Data.
    Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOINFORMATICS| 2021, 176-183 10.5220/0010346001760183 Link.

  • Justin Curry, Sayan Mukherjee, Katharine Turner

    How Many Directions Determine a Shape and other Sufficiency Results for Two Topological Transforms.
    Transactions of the American Mathematical Society| 2021, September 10.48550/arXiv.1805.09782 Link.

  • D. Del Alamo, K. L. Jagessar, J. Meiler, H. S. Mchaourab

    Methodology for rigorous modeling of protein conformational changes by Rosetta using DEER distance restraints.
    PLoS Computational Biology| 17, 6, 2021, June, e1009107 10.1371/journal.pcbi.1009107 Link.

  • Hermann Diebel-Fischer

    Ethics and Quantification: Disentangling a Relationship.
    Virtual Ethical Innovation Lecture, University of Lübeck, April 27, 2021 | 2021 Link.

  • Hermann Diebel-Fischer; Matthias Schönbeck

    Ethik als Partnerin technischen Handelns.
    15. Ingenieurpädagogische Regionaltagung 2021| 2021 .

  • Hermann Diebel-Fischer

    Technisch realisierte Ethik? Anthropologische Perspektiven auf das Verhältnis von Mensch und Maschine.
    Mensch und Maschine im Zeitalter künstlicher Intelligenz, 29.10.21, Jahrestagung des ATWT| 2021 .

  • Somnath Dutta, Benjamin Russig, Stefan Gumhold

    3D Point Set Registration based on Hierarchical Descriptors.
    Journal of WSCG| 30, (1-2), 2021 .

  • Wolfgang Dvorak, Markus Ulbricht, Stefan Woltran

    Recursion in Abstract Argumentation is Hard — On the Complexity of Semantics Based on Weak Admissibility.
    Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI 2021)| 2021 Link.

  • Barrett Ens, Benjamin Bach, Maxime Cordeil, Ulrich Engelke, Marcos Serrano, Wesley Willett, Arnaud Prouzeau, Christoph Anthes, Wolfgang Büschel, Cody Dunne, Tim Dwyer, Jens Grubert, Jason H. Haga, Nurit Kirshenbaum, Dylan Kobayashi, Tica Lin, Monsurat Olaosebikan, Fabian Pointecker, David Saffo, Nazmus Saquib, Dieter Schmalstieg, Danielle Albers Szafir, Matthew Whitlock, Yalong Yang

    Grand Challenges in Immersive Analytics.
    Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. CHI '21, Yokohama, Japan. 2021| 2021 10.1145/3411764.3446866 .

  • Jan Ewald, Paul Mathias Jansen, Sascha Brunke, Davina Hiller, Christian H. Luther, Humbert González-Díaz, Marcus T. Dittrich, André Fleißner, Bernhard Hube, Stefan Schuster, Christoph Kaleta

    The landscape of toxic intermediates in the metabolic networks of pathogenic fungi reveals targets for antifungal drugs.
    bioRxiv preprint | 2021, September 10.1101/2021.09.05.459012 Link.

  • Jan Ewald, Flora Rivieccio, Lukáš Radosa, Stefan Schuster, Axel A. Brakhage, Christoph Kaleta

    Dynamic optimization reveals alveolar epithelial cells as key mediators of host defense in invasive aspergillosis.
    PLoS computational biology| 17, 2, 2021, December, e1009645 10.1371/journal.pcbi.1009645 .

  • Markus Fischer, Kristof Komlossy, Benno Stein, Martin Potthast, Matthias Hagen

    Identifying Queries in Instant Search Logs.
    Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval| 2021, July, 1692-1696 10.1145/3404835.3463025 Link.

  • Nicolas Fraiman, Sayan Mukherjee, Gugan Thoppe

    The Bulk and the Extremes of Minimal Spanning Acycles and Persistence Diagrams of Random Complexes.
    Discrete Analysis| 2021 10.48550/ARXIV.2012.14122 .

  • Martin Franke, Ziad Sehili, Florens Rohde, Erhard Rahm

    Evaluation of Hardening Techniques for Privacy-Preserving Record Linkage.
    24th International Conference on Extending Database Technology (EDBT)| 2021, 03 10.5441/002/edbt.2021.26 Link.

  • Maik Fröbe, Matthias Hagen, Janek Bevendorff, Michael Völske, Benno Stein, Christopher Schröder, Robby Wagner, Lukas Gienapp, Martin Potthast

    The Impact of Main Content Extraction on Near-Duplicate Detection.
    3rd International Symposium on Open Search Technology (OSSYM 2021)| 2021, November Link.

  • Maik Fröbe, Janek Bevendorff, Lukas Gienapp, Michael Völske, Benno Stein, Martin Potthast, Matthias Hagen

    CopyCat: Near-Duplicates within and between the ClueWeb and the Common Crawl.
    Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval| 2021, July, 2398-2404 10.1145/3404835.3463246 Link.

  • Sarah Alice Gaggl, Sebastian Rudolph, Hannes Straß

    On the Decomposition of Abstract Dialectical Frameworks and the Complexity of Naive-based Semantics.
    J. Artif. Intell. Res.| 70, 2021, 1--64 https://doi.org/10.1613/jair.1.11348 .

  • T. Gatter, P. F. Stadler

    Ryūtō: Improved multi-sample transcript assembly for differential transcript expression analysis.
    Bioinformatics| 37, 23, 2021, December, 4307-4313 10.1093/bioinformatics/btab494 .

  • T. Gatter, S. von Loehneysen, J. Fallmann, P. Drozdova, T. Hartmann, P. F. Stadler

    LazyB: Fast and cheap genome assembly.
    Algorithms for Molecular Biology| 16, 8, 2021, June, 1-23 10.1186/s13015-021-00186-5 Link.

  • Mina Ghadimi Atigh, Martin Keller-Ressel, Pascal Mettes

    Hyperbolic Busemann Learning with Ideal Prototypes.
    35th Conference on Neural Information Processing Systems (NeurIPS 2021)| 2021 Link.

  • Lukas Gienapp, Wolfgang Kircheis, Bjarne Sievers, Benno Stein, Martin Potthast

    STEREO: Scientific Text Reuse in Open Access Publications.
    arXiv preprint arXiv:2112.11800| 2021, December Link.

  • David Gollasch, Gerhard Weber

    Age-Related Differences in Preferences for Using Voice Assistants.
    Mensch und Computer 2021| 2021, September, 156-167 10.1145/3473856.3473889 Link.

  • Kevin Gomez, Matthias Täschner, Ali M. Rostami, Christopher Rost, Erhard Rahm

    Graph Sampling with Distributed In-Memory Dataflow Systems.
    Proc. Datenbanksysteme für Business, Technologie und Web (BTW)| 2021, 03 10.18420/btw2021-15 .

  • Gonzalez, Hector Andres et al.

    Hardware Acceleration of EEG-based Emotion Classification Systems: A Comprehensive Survey.
    IEEE Transactions on Biomedical Circuits and Systems| 2021 10.1109/TBCAS.2021.3089132 .

  • Christian Grimme, Pascal Kerschke, Pelin Aspar, Heike Trautmann, Mike Preuss, André H. Deutz, Hao Wang, Michael Emmerich

    Peeking beyond peaks: Challenges and research potentials of continuous multimodal multiobjective optimization.
    Computers & Operations Research (COR), 2021(136), 105489, Elsevier. | 2021 10.1016/j.cor.2021.105489 .

  • Martin Grimmer , Tim Kaelble, Erhard Rahm

    Improving Host-based Intrusion Detection Using Thread Information.
    Symposium on Emerging Information Security and Applications (EISA)| 2021 Link.

  • Joshua Größer, Ostap Okhrin

    Copulae: An overview and recent developments.
    WIREs Computational Statistics e1557| 2021, April 10.1002/wics.1557 .

  • Philipp Grubitzsch, Elias Werner, Daniel Matusek, Viktor Stojanov, Markus Hähnel

    AI-Based Transport Mode Recognition for Transportation Planning Utilizing Smartphone Sensor Data From Crowdsensing Campaigns.
    2021 IEEE International Intelligent Transportation Systems Conference (ITSC)| 2021, 1306-1313 10.1109/ITSC48978.2021.9564502 .

  • A. Gulsevin, J. Meiler

    Prediction of amphipathic helix-membrane interactions with Rosetta.
    PLoS Computational Biology| 17, 3, 2021, March, e1008818 10.1371/journal.pcbi.1008818 Link.

  • A. Gupta, P. Incardona, A. D. Aydin, S. Gumhold, U. Günther, and I. F. Sbalzarini

    An Architecture for Interactive In Situ Visualization and its Transparent Implementation in OpenFPM.
    Workshop on In Situ Infrastructures for Enabling Extreme-scale Analysis and Visualization (ISAV), SC20| 2021, 20-26 10.1145/3426462.3426472 .

  • G. E. C. Guzman, P. F. Stadler, A. Fujita

    Efficient Laplacian spectral density computations for networks with arbitrary degree distributions.
    Network Science| 9, 3, 2021, September, 312-327 10.1017/nws.2021.10 Link.

  • Fabian Hart, Martin Waltz, Ostap Okhrin

    Missing Velocity in Dynamic Obstacle Avoidance based on Deep Reinforcement Learning.
    arXiv e-prints, arXiv: 2112.12465| 2021, December Link.

  • Fabian Hart, Ostap Okhrin, Martin Treiber

    Formulation and validation of a car-following model based on deep reinforcement learning.
    arXiv preprint arXiv:2109.14268| 2021, September 10.48550/arXiv.2109.14268 Link.

  • Jaana A. Hartiala, Yi Han, Qiong Jia, James R. Hilser et al.

    Genome-wide analysis identifies novel susceptibility loci for myocardial infarction.
    European Heart Journal| 42, 9, 2021, March, 919–933 10.1093/eurheartj/ehaa1040 .

  • Jonathan Heins, Jakob Bossek, Janina Pohl, Moritz Seiler, Heike Trautmann, Pascal Kerschke

    On the Potential of Normalized TSP Features for Automated Algorithm Selection.
    Proceedings of the 16th ACM/SIGEVO Workshop on Foundations of Genetic Algorithms (FOGA XVI), ACM | 2021 10.1145/3450218.3477308 .

  • Marc Hellmuth, David Schaller, Peter F. Stadler

    Compatibility of partitions, hierarchies, and split systems.
    arXiv 2104.14146| 2021 Link.

  • C. Hergl, C. Blecha, V. Kretzschmar, F. Raith, F. Günther, M. Stommel, J. Jankowai, I. Hotz, T. Nagel, G. Scheuermann

    Visualization of tensor fields in mechanics.
    Computer Graphics Forum| 40, 6, 2021, March, 135-161 10.1111/cgf.14209 Link.

  • Sven Hetmank, Anne Lauber-Rönsberg, David Linke

    Inteligencia Artificial y Propiedad Intelectual.
    Kerikmäe, t., Rudanko, M., Solarte-Vásquez, M.C., & Ramiro-Troitino, D. (eds.) Inteligencia Artificial: de la discrepancia regional a las leyes universales. Integración de percepciones políticas, económicas y legales. Aranzadi. Thomson Reuters, (translation: Solarte-Vásquez, M.C. et al. )| 2021, 141-171 .

  • Sebastian Höppner et al.

    The SpiNNaker 2 Processing Element Architecture for Hybrid Digital Neuromorphic Computing.
    arXiv preprint arXiv:2103.08392| 2021 Link.

  • Marie-Theres Huemer, Alina Bauer, Agnese Petrera, Markus Scholz, Stefanie M. Hauck, Michael Drey, Annette Peters, Barbara Thorand

    Proteomic profling of low muscle and high fat mass:a machine learning approach in the KORAS4/FF4 study.
    Journal of Cachexia, Sarcopenia and Muscle| 12, 2021, June, 1011–1023 10.1002/jcsm.12733 .

  • P. Incardona, T. Bianucci, and I. F. Sbalzarini

    Distributed sparse block grids on GPUs.
    International Conference on High Performance Computing (ISC)| 12728, 2021, 272--290 10.1007/978-3-030-78713-4_15 .

  • Lidor Ivan, Shira Dvir Gvirsman, Mario Haim, Martin Potthast

    Don’t Take the Bait: Users‘ Engagement with Clickbait and Its Effect on Editorial Considerations.
    71st Annual International Communication Association Conference (ICA 2021)| 2021, May .

  • L. Jakob, K. Vereshchagina, A. Tillmann, L. Rivarola-Duarte, D. Axenov-Gribanov, D. Bedulina, A. Gurkov, P. Drozdova, M. Timofeyev, P. F. Stadler, T. Luckenbach, H. O. Pörtner, F. Sartoris, M. Lucassen

    Thermal reaction norms of key metabolic enzymes reflect divergent physiological and behavioral adaptations of closely related amphipod species.
    Scientific Reports | 11, 1, 2021, February, 1-15 10.1038/s41598-021-83748-2 Link.

  • J. C. Kasmanas, A. Bartholomäus, F. B. Corrêa, T. Tal, N. Jehmlich, G. Herberth, M. von Bergen, P. F. Stadler, A. C. P. d. L. F. de Carvalho, U. Nunes da Rocha

    HumanMetagenomeDB: a public repository of curated and standardized metadata for human metagenomes..
    Nucleic Acids Research| 49, D1, 2021, January, D743-D750 10.1093/nar/gkaa1031 Link.

  • Martin Keller-Ressel & S. Nargang

    The hyperbolic geometry of financial networks.
    Scientific Reports| 11, 4732, 2021 10.1038/s41598-021-83328-4 .

  • Pascal Kerschke, Christian Grimme

    Lifting the Multimodality-Fog in Continuous Multi-objective Optimization.
    Metaheuristics for Finding Multiple Solutions (2021), Mike Preuss, Michael G. Epitropakis, Xiaodong Li, Jonathan E. Fieldsend (Eds.), Springer. | 2021, 89-111 10.1007/978-3-030-79553-5_4 .

  • Mike Kestemont, Enrique Manjavacas, Ilia Markov, Janek Bevendorff, Matti Wiegmann, Efstathios Stamatatos, Benno Stein, Martin Potthast

    Overview of the Cross-Domain Authorship Verification Task at PAN 2021.
    Working Notes Papers of the CLEF 2021 Evaluation Labs| 2936, 2021, September Link.

  • Nesrine Khouzami, Lars Schütze, Pietro Incardona, Landfried Kraaz, Tina Subic, Jeronimo Castrillon, Ivo F. Sbalzarini

    The OpenPME Problem Solving Environment for Numer- ical Simulations.
    International Conference on Computational Science (ICCS’21). Ed. by Maciej Paszynski, Dieter Kranzlmüller, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, and Peter M. A. Sloot. Springer. Krakow (virtual), Poland: Springer International Publishing, ISBN 978-3-030-77961-0| 2021, 614–627 10.1007/978-3-030-77961-0_49 Link.

  • Emanuel Kieronski, Sebastian Rudolph

    Finite Model Theory of the Triguarded Fragment and Related Logics.
    36th Annual {ACM/IEEE} Symposium on Logic in Computer Science| 2021, 1--13 10.1109/LICS52264.2021.9470734 Link.

  • Johannes Kiesel, Nico Reichenbach, Benno Stein, Martin Potthast

    Image Retrieval for Arguments Using Stance-Aware Query Expansion.
    Proceedings of the 8th Workshop on Argument Mining| 2021, November, 36-45 10.18653/v1/2021.argmining-1.4 Link.

  • Johannes Kiesel, Lars Meyer, Martin Potthast, Benno Stein

    Meta-Information in Conversational Search.
    ACM Transactions on Information Systems (ACM TOIS)| 39, 4, 2021, August, 1-44 10.1145/3468868 Link.

  • Johannes Kiesel, Lars Meyer, Florian Kneist, Benno Stein, Martin Potthast

    An Empirical Comparison of Web Page Segmentation Algorithms.
    Advances in Information Retrieval. 43rd European Conference on IR Research (ECIR 2021), Lecture Notes in Computer Science | 12657, 2021, March, 62-74 10.1007/978-3-030-72240-1_5 Link.

  • Henry Kirveslahti, Sayan Mukherjee

    Representing Fields without Correspondences: the Lifted Euler Characteristic Transform.
    arXiv:2111.04788| 2021, December 10.48550/arXiv.2111.04788 Link.

  • C. Klapproth, R. Sen, P. F. Stadler, S. Findeiss, J. Fallmann

    Common features in lncRNA annotation and classification: A survey.
    Non-coding RNA| 7, 4, 2021, December, 77 10.3390/ncrna7040077 .

  • Jana Klimpke, Sebastian Rudolph

    Visualization of Statistical Information in Concept Lattice Diagrams.
    Formal Concept Analysis - 16th International Conference (ICFCA)| 2021, 208--223 10.1007/978-3-030-77867-5_13 .

  • Oliver Knodel, Martin Voigt, Robert Ufer, David Pape, Mani Lokamani, Stefan E. Müller, Thomas Gruber, Guido Juckeland

    HELIPORT: A Portable Platform for {FAIR Workflow | Metadata | Scientific Project Lifecycle} Management and Everything.
    4th International Workshop on Practical Reproducible Evaluation of Computer Systems (P-RECS ’21), 21.-25.06.2021, Stockholm, Sweden Proceedings of the 4th International Workshop on Practical Reproducible Evaluation of Computer Systems (P-RECS ’21), New York, NY, USA: ACM, 978-1-4503-8395-0/21/06, 9-14| 2021 10.1145/3456287.3465477 .

  • P. Kodali, C. T. Schoeder, S. Schmitz, J. E. Crowe , Jr., J. Meiler

    RosettaCM for antibodies with very long HCDR3s and low template availability.
    Proteins: Structure, Function, and Bioinformatics| 89, 11, 2021, June, 1458-1472 10.1002/prot.26166 .

  • J. Koehler Leman, S. Lyskov, S. M. Lewis, J. Adolf-Bryfogle, R. F. Alford, K. Barlow, Z. Ben-Aharon, D. Farrell, J. Fell, W. A. Hansen, A. Harmalkar, J. Jeliazkov, G. Kuenze, J. D. Krys, A. Ljubetič, A. L. Loshbaugh, J. Maguire, R. Moretti, V. K. Mulligan, M. L. Nance, P.T. Nguyen, S. Ó Conchúir, S. S. Roy Burman, R. Samanta, S. T. Smith , F. Teets, J. K. S. Tiemann, A. Watkins, H. Woods, B. J. Yachnin, C. D. Bahl, C. Bailey-Kellogg, D. Baker, R. Das, F. DiMaio, S. D. Khare, T. Kortemme, J. W. Labonte, K. Lindorff-Larsen, J. Meiler, W. Schief, O. Schueler-Furman, J. B. Siegel, A. Stein, V. Yarov-Yarovoy, B. Kuhlman, A. Leaver-Fay, D. Gront, J. J. Gray, R. Bonneau

    Ensuring scientific reproducibility in bio-macromolecular modeling via extensive, automated benchmarks..
    Nature Communications| 12, 1, 2021, November, 1-15 10.1038/s41467-021-27222-7 .

  • T. Köhler

    Didactic modeling of a digital instrument for the perception, construction and evaluation of ethical perspectives in AI systems.
    IIAI AAI 2021, 10th International Conference on Learning Technologies and Learning Environments (LTLE2021)| 2021, July .

  • T. Köhler

    AI @ HE. Approaches of Artificial Intelligence in Higher Education.
    First Digital University of Tehran Fair| 2021, August .

  • T. Köhler

    Daten treffen Daten. Ansätze für eine Theorie des digitalen Lernens; Lernen und Bildung mit KI.
    KI-Lectures/ Summer Lectures auf dem KI-Campus| 2021, July .

  • Nikolay Kolyada, Martin Potthast, Benno Stein

    Beyond Metadata: What Paper Authors Say About Corpora They Use.
    Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021| 2021, August, 5085–5090 Link.

  • Annachiara Korchmaros, David Schaller, Marc Hellmuth, Peter F. Stadler

    Quasi-best match graphs.
    arXiv 2109.10235| 2021 Link.

  • Erik Körner, Ahmad Dawar Hakimi, Gerhard Heyer, Martin Potthast

    Casting the Same Sentiment Classification Problem.
    Findings of the Association for Computational Linguistics: EMNLP 2021| 2021, November, 584–590 Link.

  • Erik Körner, Gregor Wiedemann, Ahmad Dawar Hakimi, Gerhard Heyer, Martin Potthast

    On Classifying whether Two Texts are on the Same Side of an Argument.
    Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing| 2021, November, 10130–10138 10.18653/v1/2021.emnlp-main.795 Link.

  • Erik Körner, Gerhard Heyer, Martin Potthast

    Same Side Stance Classification Using Contextualized Sentence Embeddings.
    Same Side Stance Classification Shared Task 2019, Notebook Papers| 2021, July Link.

  • C. Koschtial, T. Köhler, C. Felden

    e-Science. Open, social and virtual technology for research collaboration.
    Progress in IS-Series. Springer, Cham| 2021 10.1007/978-3-030-66262-2 Link.

  • Pawel Kostka, Anja Winkler, Adnan Haidar, Muhammad Ghufran Khan, René Jäkel, Peter Winkler, Ralph Müller-Pfefferkorn

    Touch Identification on Sensitive Robot Skin Using Time Domain Reflectometry and Machine Learning Methods.
    Ovidiu Vermesan, Reiner John, Cristina De Luca, Marcello Coppola (eds) Artificial Intelligence for Digitising Industry - Applications. River Publisher, 2021 10.13052/rp-9788770226639 .

  • Philippe Krajsic, Bogdan Franczyk

    Variational Autoencoder for Anomaly Detection in Event Data in Online Process Mining.
    Proceedings of the 23rd International Conference on Enterprise Information Systems - Volume 1: ICEIS| 2021, 04, 567-574 10.5220/0010375905670574 .

  • Philippe Krajsic, Bogdan Franczyk

    Attention-Based Anomaly Detection in Hospital Process Event Data.
    2021 8th International Conference on Soft Computing & Machine Intelligence (ISCMI)| 2021, November, 48-52 10.1109/ISCMI53840.2021.9654821 Link.

  • Philippe Krajsic, Bogdan Franczyk

    Semi-Supervised Anomaly Detection in Business Process Event Data using Self-Attention based Classification.
    In Proceedings of the 25th International Conference for Knowledge-Based and Intelligent Information & Engineering Systems, Procedia Computer Science| 192, 2021, 39-48 10.1016/j.procs.2021.08.005 Link.

  • Karl-Patrik Kresoja, Karl-Philipp Rommel, Rolf Wachter, Sylvia Henger, Christian Besler, Nora Klöting

    Proteomics to improve phenotyping in obese patients with heart failure with preserved ejection fraction.
    European Journal of Heart Failure| 2021, July 10.1002/ejhf.2291 .

  • F. Kreutz, P. Gerhards, B. Vogginger, K. Knobloch, C. Mayr

    Applied Spiking Neural Networks for Radar-based Gesture Recognition.
    2021 7th International Conference on Event-Based Control, Communication, and Signal Processing (EBCCSP)| 2021, June, 1-4 10.1109/EBCCSP53293.2021.9502357 Link.

  • Ricardo Langner, Marc Satkowski, Wolfgang Büschel, Raimund Dachselt

    MARVIS: Combining Mobile Devices and Augmented Reality for Visual Data Analysis.
    CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems| 468, 2021, 1-17 10.1145/3411764.3445593 .

  • Stephan Lerm, Alieh Saeedi, Erhard Rahm

    Extended Affinity Propagation Clustering for Multi-source Entity Resolution.
    BTW| 2021, 03 10.18420/btw2021-11 Link.

  • B. Li, J. Mendenhall, J. A. Capra, J. Meiler

    A Multitask Deep-Learning Method for Predicting Membrane Associations and Secondary Structures of Proteins.
    Journal of Proteome Research| 20, 8, 2021, July, 4089-4100 10.1021/acs.jproteome.1c00410 Link.

  • Dianzhao Li, Ostap Okhrin

    DDPG car-following model with real-world human driving experience in CARLA.
    arXiv preprint arXiv:2112.14602| 2021, December 10.48550/arXiv.2112.14602 Link.

  • Ying-Chi Lin, Phillip Hoffmann, Erhard Rahm

    Enhancing Cross-lingual Semantic Annotations Using Deep Network Sentence Embeddings.
    Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2021); HEALTHINF (Best Paper Award)| 5, 2021, 02, 188-199 10.5220/0010256801880199 Link.

  • David Linke

    „Künstliche Intelligenz“ und Urheberrecht – Quo vadis?.
    2021, December 10.5771/9783748929970 .

  • David Linke

    „From sainted to tainted data” – Rechte Dritter an KI-Trainingsdaten.
    Intelligente Systeme – Intelligentes Recht| 2021, 179-198 10.5771/9783748925705-179 .

  • Mani Lokamani, Jeffrey Kelling, Robin Ohmann, Jörg Meyer, Tim Kühne, Gianaurelio Cuniberti, Jannic Wolf, Guido Juckeland, Thomas Huhn, Peter Zahn, Francesca Moresco, Sibylle Gemming

    Describing chain-like assembly of ethoxygroup-functionalized organic molecules on Au(111) using high-throughput simulations.
    Scientific Reports | 11, 1, 2021, July, 1-9 10.1038/s41598-021-93724-5 Link.

  • Mani Lokamani, Jeffrey Kelling, Robin Ohmann, Jörg Meyer, Tim Kühne, Gianaurelio Cuniberti, Jannic Wolff, Thomas Huhn, Peter Zahn, Francesca Moresco, Sibylle Gemming

    A combined experimental and theoretical study of 1,4-bis(phenylethynyl)-2,5-bis(ethoxy)benzene adsorption on Au(111).
    Surface Science| 712, 2021, October, 121877 10.1016/j.susc.2021.121877 .

  • Weizhou Luo, Eva Goebel, Patrick Reipschläger, Mats Ole Ellenberg, Raimund Dachselt

    Demonstrating Spatial Exploration and Slicing of Volumetric Medical Data in Augmented Reality with Handheld Devices.
    2021 IEEE International Symposium on Mixed and Augmented Reality. ISMAR '21, Bari, Italy. 2021.| 2021 .

  • Weizhou Luo, Eva Goebel, Patrick Reipschläger, Mats Ole Ellenberg, Raimund Dachselt

    Exploring and Slicing Volumetric Medical Data in Augmented Reality Using a Spatially-Aware Mobile Device.
    2021 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct). ISMAR '21, Bari, Italy. 2021| 2021 10.1109/ISMAR-Adjunct54149.2021.00076 .

  • Weizhou Luo, Anke Lehmann, Yushan Yang, Raimund Dachselt

    Investigating Document Layout and Placement Strategies for Collaborative Sensemaking in Augmented Reality.
    CHI EA '21: Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems| 456, 2021, May, 1-7 10.1145/3411763.3451588 .

  • Rainer Machné, Stephan H. Berhart, Ilka Maria Axmann, Peter F. Stadler, Douglas B. Murray

    Spatio-temporal coordination of transcription during the cell growth cycle in budding yeast..
    bioRxiv| 2021 10.1101/2021.05.26.444658 .

  • Matúš Maciak, Ostap Okhrin, Michal Pešta

    Infinitely stochastic micro reserving.
    Insurance: Mathematics and Economics| 100, 2021, September, 30-58 10.1016/j.insmatheco.2021.04.007 .

  • S. Maddu, B. L. Cheeseman, C. L. Müller, and I. F. Sbalzarini

    Learning physically consistent differential equation models from data using group sparsity.
    Phys. Rev. E| 103, 2021 10.1103/PhysRevE.103.042310 .

  • S. Maddu, D. Sturm, B. L. Cheeseman, C. L. Müller, and I. F. Sbalzarini

    Learning computable models from data.
    Proc. 14th World Congress on Computational Mechanics (WCCM)| 2021, 1--6 10.23967/wccm-eccomas.2020.190 .

  • Ferdinand Maiwald, Christoph Lehmann, Taras Lazariv

    Fully Automated Pose Estimation of Historical Images in the Context of 4D Geographic Information Systems Utilizing Machine Learning Methods.
    ISPRS International Journal of Geo-Information| 10, 11, 2021, November, 748 10.3390/ijgi10110748 .

  • Marianne Maktabi, Mariia Tkachenko, Hannes Kohler, Katrin Schierle, Ines Gockel, Boris Jansen-Winkeln, Claire Chalopin

    Using physiological parameters measured by hyperspectral imaging to detect colorectal cancer.
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    Twitterstürme.
    Schmähung – Provokation – Stigma. Medien und Formen der Herabsetzung, in: Lea Hagedorn/Felix Prautzsch/Marina Münkler (Hg), Online-Katalog| 65, 2020 .

  • Sander Münster, Ferdinand Maiwald, Christoph Lehmann, Taras Lazariv, Mathias Hofmann, Florian Niebling

    An Automated Pipeline for a Browser-Based, City-Scale Mobile 4D VR Application Based on Historical Images.
    2nd Workshop on Structuring and Understanding of Multimedia HeritAge Contents, SUMAC'20| 2020, 33-40 10.1145/3423323.3425748 Link.

  • Fathoni A. Musyaffa, Jens Lehmann, Hajira Jabeen

    Cross-administration comparative analysis of open fiscal data.
    ICEGOV 2020: 13th International Conference on Theory and Practice of Electronic Governance, Athens, Greece, 23-25 September, ACM| 2020, 459–468 .

  • Fathoni A.Musyaffa, Maria-Esther Vidal, Fabrizio Orlandi, Jens Lehmann, Hajira Jabeen

    IOTA: Interlinking of heterogeneous multilingual open fiscal DaTA.
    Expert Systems with Applications| 147, 2020, 113135 .

  • Vivek Nair, Zhe Yu, Tim Menzies, Norbert Siegmund Sven Apel

    Finding Faster Configurations using FLASH.
    IEEE Transactions on Software Engineering (TSE)| 46, 7, 2020, 794-811 .

  • Mojtaba Nayyeri, Sahar Vahdati, Xiaotian Zhou, Hamed Shariat Yazdi, Jens Lehmann

    Embedding-Based Recommendations on Scholarly Knowledge Graphs.
    The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, Springer| 2020, 255–270 .

  • Mojtaba Nayyeri, Xiaotian Zhou, Sahar Vahdati, Reza Izanloo, Hamed Shariat Yazdi, Jens Lehmann

    Let the Margin SlidE for Knowledge Graph Embeddings via a Correntropy Objective Function.
    2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, IEEE| 2020, 1-9 .

  • Mojtaba Nayyeri, Chengjin Xu, Sahar Vahdati, Nadezhda Vassilyeva, Emanuel Sallinger, Hamed Shariat Yazdi, Jens Lehmann

    Fantastic Knowledge Graph Embeddings and How to Find the Right Space for Them.
    The Semantic Web - ISWC 2020 - 19th International Semantic Web Conference, Athens, Greece, November 2-6, Springer| Part I, 2020, 438-455 .

  • Mojtaba Nayyeri, Mirza Mohtashim Alam, Jens Lehmann, Sahar Vahdati

    3D Learning and Reasoning in Link Prediction Over Knowledge Graphs.
    IEEE Access| 8, 2020, 196459-196471 .

  • Rostislav Nedelchev, Ricardo Usbeck, Jens Lehmann

    Treating Dialogue Quality Evaluation as an Anomaly Detection Problem.
    Proceedings of The 12th Language Resources and Evaluation Conference, LREC 2020, Marseille, France, May 11-16, European Language Resources Association| 2020, 508-512 .

  • Rostislav Nedelchev, Jens Lehmann, Ricardo Usbeck

    Language Model Transformers as Evaluators for Open-domain Dialogues.
    Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, International Committee on Computational Linguistics| 2020, 6797-6808 .

  • Baldwin Nsonga, Martin Niemann, Jochen Fröhlich, Joachim Staib, Stefan Gumhold and Gerik Scheuermann

    Detection and Visualization of Splat and Antisplat Events in Turbulent Flows.
    IEEE Transactions on Visualization and Computer Graphics| 26, 11, 2020, 3147 - 3162 10.1109/TVCG.2019.2920157 .

  • Baldwin Nsonga, Gerik Scheuermann, Stefan Gumhold, Jordi Ventosa-Molina, Denis Koschichow, Jochen Fröhlich

    Analysis of the Near-Wall Flow in a Turbine Cascade by Splat Visualization.
    IEEE Transactions on Visualization and Computer Graphics| 26, 1, 2020, 719-728 10.1109/TVCG.2019.2934367 .

  • Piotr Ostropolski-Nalewaja, Jerzy Marcinkowski, David Carral, Sebastian Rudolph

    A Journey to the Frontiers of Query Rewritability.
    2020 Link.

  • Samin Payrosangari, Afshin Sadeghi, Damien Graux, Jens Lehmann

    Meta-hyperband: Hyperparameter Optimization with Meta-learning and Coarse-to-Fine.
    Intelligent Data Engineering and Automated Learning - IDEAL 2020 - 21st International Conference, Guimaraes, Portugal, November 4-6, Springer| 2020, 335–347 .

  • Martin Pippel, David Jebb, Franziska Patzold, Sylke Winkler, Heiko Vogel, Gene Myers, Michael Hiller, Anna K. Hundsdoerfer

    A highly contiguous genome assembly of the bat hawkmoth Hyles vespertilio.
    GigaScience| 9, 1, 2020, January 10.1093/gigascience/giaa001 Link.

  • Birte Platow

    Gott mit seinem perfekten Ebenbild konfrontieren. Religionspädagogische Reflexionen zu Künstlicher Intelligenz.
    AKRK (Hg.) Religionspädagogische Beiträge| 82, 2020, 37-48 .

  • Janne Pott, Frank Beutner, Katrin Horn, Holger Kirsten et al.

    Genome-wide analysis of carotid plaque burden suggests a role of IL5 in men.
    PLoS One| 15, 5, 2020, May Link.

  • Raphael Patrick Prager, Heike Trautmann, Hao Wang, Thomas H. W. Bäck, Pascal Kerschke

    Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis.
    2020 IEEE Symposium Series on Computational Intelligence (SSCI 2020), pp. 996-1003, IEEE. | 2020 10.1109/SSCI47803.2020.9308510 .

  • Raphael Patrick Prager, Heike Trautmann, Hao Wang, Thomas H. W. Bäck, Pascal Kerschke

    Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis.
    Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence (SSCI)| 2020 Link.

  • Jens Przybilla, Peter Ahnert, Holger Bogatsch, Frank Bloos

    Markov State Modelling of Disease Courses and Mortality Risks of Patients with Community-Acquired Pneumonia.
    J. Clin. Med.| 9, 2, 2020, 393 Link.

  • Ariam Rivas, Irlán Grangel-González, Diego Collarana, Jens Lehmann, Maria-Esther Vidal

    Unveiling Relations in the Industry 4.0 Standards Landscape Based on Knowledge Graph Embeddings.
    Database and Expert Systems Applications - 31st International Conference, DEXA 2020, Bratislava, Slovakia, September 14-17, Springer| Part II, 2020, 179-194 .

  • Michael Rode, Andrej Teren, Kerstin Wirkner, Katrin Horn, Holger Kirsten, Markus Loeffler, Markus Scholz, Janne Pott

    Genome-wide association analysis of pulse wave velocity traits provide new insights into the causal relationship between arterial stiffness and blood pressure.
    PLoS One| 15, 8, 2020 Link.

  • Sebastian Rosch, Karl-Philipp Rommel, Markus Scholz, Holger Thiele, Philipp Lurz

    Transcriptomic Research in Heart Failure with Preserved Ejection Fraction: Current State and Future Perspectives.
    Cardiac Failure Review | 6, e24, 2020 10.15420/cfr.2019.19 .

  • Jewgeni Rose, Jens Lehmann

    CASQAD – A New Dataset for Context-Aware Spatial Question Answering.
    The Semantic Web - ISWC 2020 - 19th International Semantic Web Conference, Athens, Greece, November 2-6, Springer| Part II, 2020, 3-17 .

  • Maciej Rosolowski, Volker Oberle, Peter Ahnert, Petra Creutz, Martin Witzenrath, Michael Kiehntopf, Markus Loeffler, Norbert Suttorp, Markus Scholz

    Dynamics of cytokines, immune cell counts and disease severity in patients with community-acquired pneumonia – Unravelling potential causal relationships.
    Cytokine| 136, 155263, 2020 10.1016/j.cyto.2020.155263 .

  • Sebastian Rudolph, Goreti Marreiros

    Proceedings of the 9th European Starting AI Researchers‘ Symposium 2020 co-located with 24th European Conference on Artificial Intelligence (ECAI 2020).
    Santiago Compostela, Spain, August, 2020. CEUR Workshop Proceedings, CEUR-WS.org| 2655, 2020 .

  • Afshin Sadeghi, Damien Graux, Hamed Shariat Yazdi, Jens Lehmann

    MDE: Multiple Distance Embeddings for Link Prediction in Knowledge Graphs.
    : ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, - Including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020), IOS Press| 2020, 1427-1434 .

  • Alieh Saeedi, Eric Peukert, Erhard Rahm

    Incremental Multi-source Entity Resolution for Knowledge Graph Completion.
    Proc. ESWC| 2020 .

  • Sherif Sakr, Angela Bonifati, Hannes Voigt, Alexandru Iosup, and the computer systems and data management communities

    The Future is Big Graphs! A Community View on Graph Processing Systems.
    CACM| 2020, December, 12 Link.

  • Zeynep Say, Said Fathalla, Sahar Vahdati, Jens Lehmann, Sören Auer

    Ontology Design for Pharmaceutical Research Outcomes.
    Digital Libraries for Open Knowledge - 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Lyon, France, August 25-27, Springer| 2020, 119–132 10.1007/978-3-030-54956-5_9 .

  • Aysegul Say, Said Fathalla, Sahar Vahdati, Jens Lehmann, Sören Auer

    Semantic Representation of Physics Research Data.
    Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K, KEOD, Budapest, Hungary, November 2-4, SCITEPRESS| 2, 2020, 64–75 10.5220/0010111000640075 .

  • Lennart Schäpermeier, Christian Grimme, Pascal Kerschke

    One PLOT to Show Them All: Visualization of Efficient Sets in Multi-Objective Landscapes.
    16th International Conference on Parallel Problem Solving from Nature (PPSN XVI), pp. 154-167, Springer. | 2020 10.1007/978-3-030-58115-2_11 .

  • Lennart Schäpermeier, Christian Grimme, Pascal Kerschke

    One PLOT to Show Them All: Visualization of Efficient Sets in Multi-objective Landscapes.
    Proceedings of the International Conference on Parallel Problem Solving from Nature (PPSN XVI), Springer| 2020, 154-167 Link.

  • Sibylle Schirm, Markus Scholz

    A biomathematical model of human erythropoiesis and iron metabolism.
    Scientific Reports| 10, 8602, 2020 .

  • Sibylle Schirm,Peter Ahnert,Sarah Berger, Geraldine Nouailles, Sandra-Maria Wienhold, Holger Müller-Redetzky, Norbert Suttorp, Markus Loeffler, Martin Witzenrath, Markus Scholz

    A biomathematical model of immune response and barrier function in mice with pneumococcal lung infection.
    PLoS One| 2020 Link.

  • Maja Schneider and Oliver Jokisch

    Towards a Robust Analysis and Classification of Dog Barking.
    2020, 117--124 .

  • Moritz Vinzent Seiler, Janina Pohl, Jakob Bossek, Pascal Kerschke, Heike Trautmann

    Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem.
    16th International Conference on Parallel Problem Solving from Nature (PPSN XVI), pp. 48-64, Springer. | 2020 10.1007/978-3-030-58112-1_4 .

  • Moritz Seiler, Janina Pohl, Jakob Bossek, Pascal Kerschke, Heike Trautmann

    Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem.
    Proceedings of the International Conference on Parallel Problem Solving from Nature (PPSN XVI), Springer| 2020, 48-64 Link.

  • Moritz Seiler, Heike Trautmann, Pascal Kerschke

    Enhancing Resilience of Deep Learning Networks By Means of Transferable Adversaries.
    Proceedings of the 2020 International Joint Conference on Neural Networks (IJCNN), IEEE| 2020 Link.

  • Jingyu Shao, Qing Wang, Asiri, Wijesinghe, Erhard Rahm

    ERGAN: Generative Adversarial Networks for Entity Resolution.
    IEEE International Conference on Data Mining (ICDM)| 2020, 11 .

  • Jingyu Shao, Qing Wang, Asiri Wijesinghe, Erhard Rahm

    ERGAN: Generative Adversarial Networks for Entity Resolution.
    Proc. IEEE Int. Conf. on Data Mining (ICDM)| 2020 .

  • Jean Shin, Shaojie Ma, Edith Hofer et al.

    Global and regional development of the human cerebral cortex: Molecular architecture and occupational aptitudes.
    Cerebral Cortex| 30, 7, 2020, July, 4121-4139 Link.

  • Kuldeep Singh, Ioanna Lytra, Arun Sethupat Radhakrishna, Saeedeh Shekarpour, Maria-Esther Vidal, Jens Lehmann

    No One is Perfect: Analysing the Performance of Question Answering Components over the DBpedia Knowledge Graph.
    Journal of Web Semantics| 65, 100594, 2020, December 10.1016/j.websem.2020.100594 .

  • Kuldeep Singha, Ioanna Lytra, Arun Sethupat Radhakrishna, Saeedeh Shekarpour. Maria-Esther Vidal, Jens Lehmann

    No one is perfect: Analysing the performance of question answering components over the DBpedia knowledge graph.
    Journal of Web Semantics| 65, 2020, 100594 .

  • Claus Stadler, Simon Bin, Lisa Wenige, Lorenz Bühmann, Jens Lehmann

    Schema-agnostic SPARQL-driven faceted search benchmark generation.
    J. Web Semant| 65, 2020, 100614 10.1016/j.websem.2020.100614 .

  • Sebastian Starke, Stefan Leger, Alex Zwanenburg, Karoline Leger, Fabian Lohaus, Annett Linge et al.

    2D and 3D convolutional neural networks for outcome modelling of locally advanced head and neck squamous cell carcinoma.
    Scientific Report| 10, 15625, 2020 10.1038/s41598-020-70542-9 .

  • Sebastian Starke, Carlchristian Eckert, Alex Zwanenburg, Stefanie Speidel, Steffen Löck, Stefan Leger

    An integrative analysis of image segmentation and survival of brain tumour patients.
    MICCAI BrainLes 2019, 5th International Workshop, 13.-17.10.2019, Shenzhen, China Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries: Springer International Publishing, 978-3-030-46640-4| 2020 10.1007/978-3-030-46640-4 .

  • Vera Steinhoff, Pascal Kerschke, Pelin Aspar, Heike Trautmann, Christian Grimme

    Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent.
    2020 IEEE Symposium Series on Computational Intelligence (SSCI 2020), pp. 2445-2452, IEEE.| 2020 10.1109/SSCI47803.2020.9308259 .

  • Vera Steinhoff, Pascal Kerschke, Pelin Aspar, Heike Trautmann, Christian Grimme

    Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent.
    Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence (SSCI)| 2020 Link.

  • Patrick Stiller, Friedrich Bethke, Maximilian Böhme, Richard Pausch, Sunna Torge, Alexander Debus, Jan Vorberger, Michael Bussmann, Nico Hoffmann

    Large-scale neural solvers for partial differential equations.
    Smoky Mountains Computational Sciences and Engineering Conference SMC (2020)| 2020, December, 20-34 10.1007/978-3-030-63393-6_2 Link.

  • Patrick Stiller, Friedrich Bethke, Maximilian Böhme, Richard Pausch, Sunna Torge, Alexander Debus, Jan Vorberger, Michael Bussmann, Nico Hoffmann

    Large-Scale Neural Solvers for Partial Differential Equations.
    Smoky Mountains/Computational Sciences & Engineering/Conference| 2020 Link.

  • Shahbaz Syed, Roxanne El Baff, Khalid Al-Khatib, Johannes Kiesel, Benno Stein, Martin Potthast

    News Editorials: Towards Summarizing Long Argumentative Texts.
    In 28th International Conference on Computational Linguistics (COLING 2020), Association for Computational Linguistics. | 2020, December .

  • Andrej Teren, Anika Vogel, Frank Beutner, Stephan Gielen, Ralph Burkhardt, Markus Scholz, Joachim Thiery, Uta Ceglarek

    Relationship between fermented dairy consumption, circulating short-chain acylcarnitines and angiographic severity of coronary artery disease.
    Nutrition, Metabolism and Cardiovascular Diseases| 30, 10, 2020, September, 1662-1672 Link.

  • Harsh Thakkar, Renzo Angles, Marko Rodriguez, Stephen Mallette, Jens Lehmann

    Let’s build Bridges, not Walls: SPARQL Querying of TinkerPop Graph Databases with Sparql-Gremlin.
    IEEE 14th International Conference on Semantic Computing, ICSC 2020, San Diego, CA, USA, February 3-5| 2020, 408-415 .

  • Aparna Saisree Thuluva, Darko Anicic, Sebastian Rudolph, Malintha Adikari

    Semantic Node-RED for rapid development of interoperable industrial IoT applications.
    Semantic Web | 11, 6, 2020, 949-975 .

  • Sunna Torge, Waldemar Hahn, René Jäkel

    Transfer Learning for Domain-Specific Named Entity Recognition in German.
    4th IEEE Conference on Machine Learning and Natural Language Processing in the 6th IEEE Congress on Information Science and Technology| 2020 .

  • Sunna Torge, Waldemar Hahn, René Jäkel, Wolfgang E. Nagel

    Corpus and Baseline Model for Domain-Specific Entity Recognition in German.
    4th IEEE Conference on Machine Learning and Natural Language Processing in the 6th IEEE Congress on Information Science and Technology| 2020 .

  • Sunna Torge, Waldemar Hahn, René Jäkel, Wolfgang E. Nagel

    Corpus and Baseline Model for Domain-Specific Entity Recognition in German.
    6th IEEE Congress on Information Science and Technology (CiSt)| 2020, 314-320 10.1109/CIST49399.2021.9357189 Link.

  • Sunna Torge, Waldemar Hahn, René Jäkel

    Transfer Learning for Domain-Specific Named Entity Recognition in German.
    IEEE Congress on Information Science and Technology (CiSt)| 2020, 321-327 10.1109/CIST49399.2021.9357262 Link.

  • Markus Ulbricht, Matthias Thimm, Gerhard Brewka

    Handling and measuring inconsistency in non-monotonic logics.
    Artificial Intelligence| 286, 103344, 2020, September .

  • Jean-Luc Vay, David Sagan, Axel Huebl, Maxence Thévenet, Rémi Lehe, Cho-Kuen Ng, Henri Vincenti, Michael Bussmann, Alexander Debus, Richard Pausch, Ji Qiang

    End-to-End Virtual Accelerators (EVA).
    Snowmass21 LOI| 2020, August Link.

  • Suzanne Vogelezang, Jonathan P. Bradfield, Tarunveer S. Ahluwalia, John A. Curtin, Timo A. Lakka, Niels Grarup et al.

    Novel loci for childhood body mass index and shared heritability with adult cardiometabolic traits.
    PLoS One Genetics| 16, 10, 2020 Link.

  • Thomas W. Winkler, Felix Grassmann, Caroline Brandl, Christina Kiel, Felix Günther, Tobias Strunz, Lorraine Weidner, Martina E. Zimmermann et al.

    Genome-wide association meta-analysis for early age-related macular degeneration highlights novel loci and insights for advanced disease.
    BMC Medical Genomics| 13, 120, 2020 10.1186/s12920-020-00760-7 .

  • Peiwen Xiong, C. Darrin Hulsey, Carmelo Fruciano, Wai Y. Wong, Alexander Nater, Andreas F. Kautt, Oleg Simakov, Martin Pippel, Shigehiro Kuraku, Axel Meyer, Paolo Franchini

    The comparative genomic landscape of adaptive radiation in crater lake cichlid fishes.
    Molecular Ecology| 30, 2020, December, 955–972 10.1111/mec.15774 Link.

  • Chenjin Xu, Mojtaba Nayyeri, Fouad Alkhoury, Hamed Yazdi, Jens Lehmann

    Temporal Knowledge Graph Completion Based on Time Series Gaussian Embedding.
    The Semantic Web - ISWC 2020 - 19th International Semantic Web Conference, Athens, Greece, November 2-6, Springer| Part I, 2020, 654-671 .

  • Chengjin Xu, Mojtaba Nayyeri, Fouad Alkhoury, Hamed Shariat Yazdi, Jens Lehmann

    TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation.
    Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, International Committee on Computational Linguistics| 2020, 1583-1593 .

  • Chengjin Xu, Mojtaba Nayyeri, Yung-Yu Chen, Jens Lehmann

    Knowledge Graph Embeddings in Geometric Algebras.
    Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, International Committee on Computational Linguistics| 2020, 530-544 .

  • Mei Yang, Sarah Alice Gaggl, Sebastian Rudolph

    Neva – Extension Visualization for Argumentation Frameworks.
    COMMA 2020| 2020, 477-478 .

  • Lin, Ying-Chi ; Christen, Victor; Groß, Anika; Kirsten, Toralf; Domingos Cardoso, Silvio; Pruski, Cédric; Da Silveira, Marcos; Rahm, Erhard

    Evaluating Cross-lingual Semantic Annotation for Medical Forms.
    HEALTHINF| 2020, 145-155 10.5220/0008979901450155 .

  • Hamid Zafar, Maryam Tavakol, Jens Lehmann

    Distantly Supervised Question Parsing.
    ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020 - Including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020), IOS Press| 2020, 2290–2297 Link.

  • Hamid Zafar, Mohnish Dubey, Jens Lehmann, Elena Demidova

    IQA: Interactive query construction in semantic question answering systems.
    Journal of Web Semantics| 64, 2020, 100586 .

  • Dirk Zeckzer, Alrik Hausdorf, Nicole Hinzmann, Lydia Müller, Daniel Wiegreffe

    Masakari: visualization supported statistical analysis of genome segmentations.
    BMC bioinformatics| 21, 1, 2020, 1-14 10.1186/s12859-020-03761-6 .

  • Theo Zschörnig, Jonah Windolph, Robert Wehlitz, Bogdan Franczyk

    A Cloud-based Analytics Architecture for the Application of Online Machine Learning Algorithms on Data Streams in Consumer-centric Internet of Things Domains.
    Proceedings of the 5th International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS, (ISBN: 978-989-758-426-8)| 2020, 189-196 .

  • Abdelrahman Abdelkawi, Hamid Zafar, Maria Maleshkova, Jens Lehmann

    Complex Query Augmentation for Question Answering over Knowledge Graphs.
    OTM Conferences| 2019, 571-587 .

  • Mehdi Ali, Charles Tapley Hoyt, Daniel Domingo-Fernández, Jens Lehmann, Hajira Jabeen

    BioKEEN: a library for learning and evaluating biological knowledge graph embeddings.
    Bioinform.| 35, 18, 2019, 3538-3540 .

  • Mehdi Ali, Sahar Vahdati, Shruti Singh, Sourish Dasgupta, Jens Lehmann

    Improving Access to Science for Social Good.
    PKDD/ECML Workshops| 1, 2019, 658-673 .

  • Mehdi Ali, Hajira Jabeen, Charles Tapley Hoyt, Jens Lehmann

    The KEEN Universe – An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and Transferability.
    ISWC| 2, 2019, 3-18 .

  • Mehdi Ali, Charles Tapley Hoyt, Daniel Domingo-Fernández, Jens Lehmann

    Predicting Missing Links Using PyKEEN.
    ISWC (Satellites)| 170, 2019, 245-248 .

  • Spiros Athanasiou, Giorgos Giannopoulos, Damien Graux, Nikos Karagiannakis, Jens Lehmann, Axel-Cyrille Ngonga Ngomo, Kostas Patroumpas, Mohamed Ahmed Sherif, Dimitrios Skoutas

    Big POI data integration with Linked Data technologies.
    EDBT| 2019, 477-488 .

  • Franz Baader

    Expressive Cardinality Constraints on ALCSCC Concepts.
    Proceedings of the 34th Annual ACM Symposium on Applied Computing (SAC'19), ACM| 2019, 1123–1131 .

  • Franz Baader

    Expressive Cardinality Restrictions on Concepts in a Description Logic with Expressive Number Restrictions.
    ACM SIGAPP Applied Computing Review| 19, 2019, 5-17 .

  • Franz Baader, Filippo De Bortoli

    On the Expressive Power of Description Logics with Cardinality Constraints on Finite and Infinite Sets.
    Proc. of the 12th International Symposium on Frontiers of Combining Systems (FroCoS 2019), Andreas Herzig, Andrei Popescu [ed.], Lecture Notes in Computer Science, Springer| 11715, 2019, 203-219 .

  • Franz Baader, Andreas Ecke, Gabriele Kern-Isberner, Marco Wilhelm

    The Complexity of the Consistency Problem in the Probabilistic Description Logic ALC^ME.
    Proc. of the 12th International Symposium on Frontiers of Combining Systems (FroCoS 2019), Andreas Herzig, Andrei Popescu [ed.], Lecture Notes in Computer Science, Springer| 11715, 2019, 167-184 .

  • Franz Baader, Francesco Kriegel, Adrian Nuradiansyah

    Privacy-Preserving Ontology Publishing for EL Instance Stores.
    6th European Conference on Logics in Artificial Intelligence, JELIA 2019, Rende, Italy, May 7-11, Francesco Calimeri, Nicola Leone, Marco Manna [ed.], Lecture Notes in Computer Science, Springer| 11468, 2019, 323-338 .

  • Franz Baader, Adrian Nuradiansyah

    Mixing Description Logics in Privacy-Preserving Ontology Publishing.
    KI 2019: Advances in Artificial Intelligence - 42nd German Conference on AI, Kassel, Germany, September 23 - 26, Christoph Benzmüller, Heiner Stuckenschmidt [ed.], Lecture Notes in Computer Science, Springer| 11793, 2019, 87-100 .

  • Franz Baader, Bartosz Bednarczyk, Sebastian Rudolph

    Satisfiability Checking and Conjunctive Query Answering in Description Logics with Global and Local Cardinality Constraints.
    Description Logics| 2019 .

  • Ringo Baumann, Gerhard Brewka

    Extension Removal in Abstract Argumentation – An Axiomatic Approach.
    AAAI| 2019, 2670-2677 .

  • Bartosz Bednarczyk, Sebastian Rudolph

    Worst-Case Optimal Querying of Very Expressive Description Logics with Path Expressions and Succinct Counting.
    Description Logics| 2019 .

  • Carl Beuchel, Susen Becker, Julia Dittrich, Holger Kirsten, Anke Toenjes et al.

    Clinical and lifestyle related factors influencing whole blood metabolite levels – A comparative analysis of three large cohorts.
    Molecular Metabolism| 29, 2019, November, 76-85 10.1016/j.molmet.2019.08.010 .

  • Taras Bodnar, Ostap Okhrin, Nestor Parolya

    Optimal shrinkage estimator for high-dimensional mean vector.
    Journal of Multivariate Analysis| 170, 2019, 63-79 Link.

  • Jakob Bossek, Pascal Kerschke, Aneta Neumann, Markus Wagner, Frank Neumann, Heike Trautmann

    Evolving Diverse TSP Instances by Means of Novel and Creative Mutation Operators.
    Proceedings of the 15th ACM/SIGEVO Workshop on Foundations of Genetic Algorithms (FOGA XV), ACM| 2019, 58-71 Link.

  • Björn Böttcher, Martin Keller-Ressel, René L. Schilling

    Distance multivariance: New dependence measures for random vectors.
    The Annals of Statistics | 47, 5, 2019, October, 2757-2789 10.1214/18-AOS1764 .

  • Gerhard Brewka, Matthias Thimm, Markus Ulbricht

    Strong inconsistency.
    Artif. Intell.| 267, 2019, 78-117 .

  • Gerhard Brewka, Markus Ulbricht

    Strong Explanations for Nonmonotonic Reasoning. Description Logic.
    Theory Combination, and All That| 2019, 135-146 .

  • Gerhard Brewka, Jörg Pührer, Stefan Woltran

    Multi-valued GRAPPA.
    JELIA| 2019, 85-101 .

  • Gerhard Brewka, Martin Diller, Georg Heissenberger, Thomas Linsbichler, Stefan Woltran

    Solving Advanced Argumentation Problems with Answer Set Programming.
    CoRR abs/1912.02734| 2019 .

  • Patryk Burek, Nico Scherf, Heinrich Herre

    A pattern-based approach to a cell tracking ontology.
    Procedia Computer Science| 159, 2019, 784-793 .

  • Patryk Burek, Nico Scherf, Heinrich Herre

    Ontology patterns for the representation of quality changes of cells in time.
    Journal of Biomedical Semantics| 10, 16, 2019 .

  • Giuseppe Casalicchio, Jakob Bossek, Michel Lang, Dominik Kirchhoff, Pascal Kerschke, Benjamin Hofner, Heidi Seibold, Joaquin Vanschoren, Bernd Bischl

    OpenML: An R Package to Connect to the Machine Learning Platform OpenML.
    Computational Statistics (COST), Springer| 34, 3, 2019, 977-991 Link.

  • Nilesh Chakraborty, Denis Lukovnikov, Gaurav Maheshwari, Priyansh Trivedi, Jens Lehmann, Asja Fischer

    Introduction to Neural Network based Approaches for Question Answering over Knowledge Graphs.
    CoRR abs/1907.09361| 2019 .

  • Minh Triet Chau, Diego Esteves, Jens Lehmann

    Open-domain Event Extraction and Embedding for Natural Gas Market Prediction.
    CoRR abs/1912.11334| 2019 .

  • Debanjan Chaudhuri, Md. Rashad Al Hasan Rony, Simon Jordan, Jens Lehmann

    Using a KG-Copy Network for Non-goal Oriented Dialogues.
    ISWC| 163, 2019, 93-109 .

  • Piyush Chawla, Diego Esteves, Karthik Pujar, Jens Lehmann

    SimpleLSTM: A Deep-Learning Approach to Simple-Claims Classification.
    EPIA| 2, 2019, 244-255 .

  • Victor Christen, Peter Christen, Erhard Rahm

    Informativeness-Based Active Learning for Entity Resolution.
    Proc. International Workshop on Data Integration and Applications(DINA@ECML-PKDD)| 2019 Link.

  • Rajjat Dadwal, Damien Graux, Gezim Sejdiu, Hajira Jabeen, Jens Lehmann

    Clustering Pipelines of Large RDF POI Data.
    ESWC (Satellite Events)| 2019, 24-27 .

  • Walter de Back, Sebastian Seurig, Sebastian Wagner, Birgit Marré, Ingo Roeder, Nico Scherf

    Forensic age estimation with Bayesian convolutional neural networks based on panoramic dental X-ray imaging..
    International Conference on Medical Imaging with Deep Learning, Proceedings of Machine Learning Research| 2019 Link.

  • Chang-Song Deng, René L. Schilling

    Exact Asymptotic Formulas for the Heat Kernels of Space and Time-Fractional Equations.
    Fractional Calculus and Applied Analysis| 22, 2019, 968-989 Link.

  • Mohnish Dubey, Debayan Banerjee, Abdelrahman Abdelkawi, Jens Lehmann

    LC-QuAD 2.0: A Large Dataset for Complex Question Answering over Wikidata and DBpedia.
    ISWC| 2, 2019, 69-78 .

  • Sebastian Ertel, Justus Adam, Norman A. Rink, Andrés Goens, Jeronimo Castrillon

    STCLang: State Thread Composition as a Foundation for Monadic Dataflow Parallelism.
    Proceedings of the 12th ACM SIGPLAN International Symposium on Haskell, Berlin, Germany, ACM| 2019, August, 146-161 Link.

  • Martin Franke, Marcel Gladbach, Ziad Sehili, Florens Rohde & Erhard Rahm

    ScaDS Research on Scalable Privacy-preserving Record Linkage.
    Datenbank-Spektrum | 19, 2019, 31–40 10.1007/s13222-019-00305-y .

  • Martin Franke, Ziad Sehili, Erhard Rahm

    PRIMAT: a toolbox for fast privacy-preserving matching.
    PVLDB| 12, 12, 2019, 1826–1829 10.14778/3352063.3352076 .

  • Jan Frenzel, René Jäkel

    Job Performance Overview of Apache Flink and Apache Spark Applications.
    Research Poster at The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC19)| 2019 Link.

  • Johannes Frey, Marvin Hofer, Daniel Obraczka, Jens Lehmann, Sebastian Hellmann

    DBpedia FlexiFusion the Best of Wikipedia > Wikidata > Your Data.
    The Semantic Web – ISWC 2019| 2019, 96-112 Link.

  • Bernhard Ganter, Sebastian Rudolph, Gerd Stumme

    Explaining Data with Formal Concept Analysis.
    Reasoning Web| 2019, 153-195 .

  • Luís Paulo F. Garcia, Jens Lehmann, André C. P. L. F. de Carvalho, Ana Carolina Lorena

    New label noise injection methods for the evaluation of noise filters.
    Knowl. Based Syst. | 163, 2019, 693-704 .

  • Fabian Gärtner, Peter F. Stadler

    Direct Superbubble Detection.
    Algorithms 2019| 12, 4, 2019 10.3390/a12040081 .

  • Siavash Ghiasvand, Florina M. Ciorba

    Anomaly Detection in High Performance Computers: A Vicinity Perspective.
    ISPDC| 2019 10.1109/ISPDC.2019.00024 .

  • Siavash Ghiasvand

    uPAD: Unsupervised Privacy-Aware Anomaly Detection in High Performance Computing Systems.
    ICPRAM| 2019 10.5220/0007582208520859 .

  • Tayeb Abderrahmani Ghor, Esha Agrawal, Mehwish Alam, Omar Alqawasmeh et al.

    Linked Open Data Validity.
    A Technical Report from ISWS 2018, CoRR abs/1903.12554 | 2019 .

  • Andrés Goens, Alexander Brauckmann, Sebastian Ertel, Chris Cummins, Hugh Leather, Jeronimo Castrillon

    A Case Study on Machine Learning for Synthesizing Benchmarks.
    Proceedings of the 3rd ACM SIGPLAN International Workshop on Machine Learning and Programming Languages (MAPL), Phoenix, AZ, USA, ACM| 2019, June, 38– 46 10.1145/3315508.3329976 .

  • Christian Grimme, Pascal Kerschke, Heike Trautmann

    Multimodality in Multi-objective Optimization: More Boon than Bane?.
    Proceedings of the 10th International Conference on Evolutionary Multi-Criterion Optimization (EMO), Springer| 2019, 126-138 Link.

  • Martin Grimmer, Martin Max Röhling, Dennis Kreußel, Simon Ganz

    A Modern and Sophisticated Host Based Intrusion Detection Data Set.
    Proceedings of 16. Deutscher IT-Sicherheitskongress (BSI), 2019 (Hrsg.): IT-Sicherheit als Voraussetzung für eine erfolgreiche Digitalisierung| 2019, 135-145 Link.

  • Martin Hahmann, Claudio Hartmann, Lars Kegel, Wolfgang Lehner

    Large-Scale Time Series Analytics, Novel Approaches for Generation and Prediction.
    Datenbank-Spektrum | 19, 2019, 17-29 Link.

  • Gerhard Heyer, Jochen Tiepmar

    A Big Data Case Study in Digital Humanities: Creating a Performance Benchmark for Canonical Text Services.
    Datenbank-Spektrum| 19, 2019, 1–9 Link.

  • Shimaa Ibrahim, Said Fathalla, Hamed Shariat Yazdi, Jens Lehmann, Hajira Jabeen

    OECM: A Cross-Lingual Approach for Ontology Enrichment.
    ESWC (Satellite Events)| 2019, 100-104 .

  • Shimaa Ibrahim, Said Fathalla, Hamed Shariat Yazdi, Jens Lehmann, Hajira Jabeen

    From Monolingual to Multilingual Ontologies: The Role of Cross-Lingual Ontology Enrichment.
    SEMANTiCS| 2019, 215-230 .

  • Hajira Jabeen, Nargis Tahara, Jens Lehmann

    EvoChef: Show Me What to Cook! Artificial Evolution of Culinary Arts.
    EvoMUSART| 2019, 156-172 .

  • Philippe Jawinski, Holger Kirsten, Christian Sander, Janek Spada, Christine Ulke, Jue Huang, Ralph Burkhardt, Markus Scholz, Tilman Hensch, Ulrich Hegerl

    Human brain arousal in the resting state: a genome-wide association study.
    Molecular Psychiatry| 24, 2019, 1599–1609 10.1038/s41380-018-0052-2 .

  • Christian Kaltenecker, Alexander Grebhahn, Norbert Siegmund, Jianmei Guo, Sven Apel

    Distance-Based Sampling of Software Configuration Spaces.
    Proceedings of the International Conference on Software Engineering (ICSE), ACM| 2019, 1084–1094 .

  • Firas Kassawat, Debanjan Chaudhuri, Jens Lehmann

    Incorporating Joint Embeddings into Goal-Oriented Dialogues with Multi-task Learning.
    ESWC| 2019, 225-239 .

  • Tom Kaune, Marcus Hollenbach, Bettina Keil, Jian-Min Chen et al.

    Common variants in glyoxalase I do not increase chronic pancreatitis risk.
    PLoS One| 14, 10, 2019, October 29 10.1371/journal.pone.0222927 .

  • Pascal Kerschke, Hao Wang, Mike Preuss, Christian Grimme, André H. Deutz, Heike Trautmann, Michael T. M. Emmerich

    Search Dynamics on Multimodal Multi-Objective Problems.
    Evolutionary Computation (ECJ), MIT Press| 27, 4, 2019, 577-609 .

  • Pascal Kerschke, Holger H. Hoos, Frank Neumann, Heike Trautmann

    Automated Algorithm Selection: Survey and Perspectives.
    Evolutionary Computation (ECJ), MIT Press| 27, 1, 2019, 3-45 Link.

  • Pascal Kerschke, Heike Trautmann

    Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning.
    Evolutionary Computation (ECJ), MIT Press| 27, 1, 2019, 99-127 Link.

  • Yuri Kheifetz, Markus Scholz

    Modeling individual time courses of thrombopoiesis during multi-cyclic chemotherapy.
    The PLOS Computational Biology Staff| 15, 6, 2019, March Link.

  • Elvis Koci, Maik Thiele, Josephine Rehak, Oscar Romero, and Wolfgang Lehner

    Deco: A dataset of annotated spreadsheets for layout and table recognition.
    15th IAPR International Conference on Document Analysis and Recognition (ICDAR'19)| 2019 .

  • Elvis Koci, Dana Kuban, Nico Luettig, Dominik Olwig, Maik Thiele, Julius Gonsior, Oscar Romero, and Wolfgang Lehner

    Xlindy: Interactive recognition and information extraction in spreadsheets.
    ACM Symposium on Document Engineering (DocEng ’19)| 2019 10.1145/3342558.3345409 .

  • Matthias Kricke, Eric Peukert, Erhard Rahm

    Graph data transformations in GRADOOP.
    Proc. BTW| 2019, 3 Link.

  • Agustinus Kristiadi, Mohammad Asif Khan, Denis Lukovnikov, Jens Lehmann, Asja Fischer

    Incorporating Literals into Knowledge Graph Embeddings.
    ISWC 2019: The Semantic Web – ISWC 2019| 2019, 347-363 10.1007/978-3-030-30793-6_20 .

  • Markus Krötzsch, Maximilian Marx, Sebastian Rudolph

    The Power of the Terminating Chase.
    (Invited Talk), ICDT| 2019, 3:1-3:17 .

  • Franziska Kühn, René L. Schilling

    Strong convergence of the Euler-Maruyama approximation for a class of Lévy-driven SDEs.
    Stochastic Processes and their Applications| 129, 8, 2019, August, 2654-2680 Link.

  • Stefan Kühne, Fabian Scheller, Hendrik Kondziella, David Georg Reichelt, Thomas Bruckner

    Decision Support System for Municipal Energy Utilities: Approach, Architecture, and Implementation.
    Chemical Engineering & Technology| 29, 9, 2019, 1914-1922 Link.

  • Anne Lauber-Rönsberg, Sven Hetmank

    The Concept of Authorship and Inventorship under Pressure: Does Artificial Intelligence Shift Paradigms?.
    Journal of Intellectual Property Law & Practice| 14, 7, 2019, July, 570-579 Link.

  • Anne Lauber-Rönsberg

    Schöpfung: Urheberschaft und Schutzfähigkeit.
    Zeitschrift für Gewerblichen Rechtsschutz und Urheberrecht (GRUR)| 2019, 244 .

  • Taras Lazariv, Christoph Lehmann

    Goodness-of-Fit Tests for Large Data Sets.
    Symposium on Data Science and Statistics, Bellevue, Washington| 2019, May/June .

  • Ana Carolina Lorena, Luís Paulo F. Garcia, Jens Lehmann, Marcilio C. P. de Souto, Tin Kam Ho

    How Complex is your classification problem? A survey on measuring classification complexity.
    ACM Computing Surveys| 52, 5, 2019, September 10.1145/3347711 .

  • Denis Lukovnikov, Asja Fischer, Jens Lehmann

    Pretrained Transformers for Simple Question Answering over Knowledge Graphs.
    ISWC| 10, 2019, 470-486 .

  • Suryanarayana Maddu, Bevan L. Cheeseman, Ivo F. Sbalzarini, Christian L. Müller

    Stability selection enables robust learning of partial differential equations from limited noisy data.
    Numerical Analysis, ArXiV, 1907.07810| 2019 Link.

  • Gaurav Maheshwari, Priyansh Trivedi, Denis Lukovnikov, Nilesh Chakraborty, Asja Fischer, Jens Lehmann

    Learning to Rank Query Graphs for Complex Question Answering over Knowledge Graphs.
    ISWC 2019: The Semantic Web – ISWC | 2019, 487-504 10.1007/978-3-030-30793-6_28 .

  • Ferdinand Maiwald, Jonas Bruschke, Christoph Lehmann and Florian Niebling

    A 4D information system for the exploration of multitemporal images and maps using photogrammetry, web technologies and VR/AR.
    Virtual Archaeology Review| 10, 21, 2019, 1-13 .

  • Mohamed Nadjib Mami, Damien Graux, Simon Scerri, Hajira Jabeen, Sören Auer, Jens Lehmann

    Uniform Access to Multiform Data Lakes using Semantic Technologies.
    iiWAS| 2019, 313-322 .

  • Mohamed Nadjib Mami, Damien Graux, Simon Scerri, Hajira Jabeen, Sören Auer, Jens Lehmann

    Squerall: Virtual Ontology-Based Access to Heterogeneous and Large Data Sources.
    ISWC| 2, 2019, 229-245 .

  • Mohamed Nadjib Mami, Damien Graux, Simon Scerri, Hajira Jabeen, Sören Auer, Jens Lehmann

    How to Feed the Squerall with RDF and Other Data Nuts?.
    ISWC (Satellites)| 2019, 293-296 .

  • Mohamed Nadjib Mami, Damien Graux, Harsh Thakkar, Simon Scerri, Sören Auer, Jens Lehmann

    The Query Translation Landscape: a Survey.
    CoRR abs/1910.03118| 2019 .

  • Fahad Maqbool, Saad Razzaq, Jens Lehmann, Hajira Jabeen

    Scalable Distributed Genetic Algorithm Using Apache Spark (S-GA).
    ICIC| 1, 2019, 424-435 .

  • Christian Mayr, Sebastian Höppner, Steve Furber

    SpiNNaker 2: A 10 Million Core Processor System for Brain Simulation and Machine Learning – Keynote Presentation.
    Communicating Process Architectures 2017 & 2018, IOS Press| 2019, 277-280 .

  • Qaiser Mehmood, Abhishek Nadgeri, Muhammad Saleem, Kuldeep Singh, Axel-Cyrille Ngonga Ngomo, Jens Lehmann

    Microbenchmarks for Question Answering Systems Using QaldGen.
    ISWC (Satellites)| 2019, 261-264 .

  • Stefan Mühlbauer, Sven Apel, Norbert Siegmund

    Accurate Modeling of Performance Histories for Evolving Software Systems.
    Proceedings of the IEEE/ACM International Conference on Automated Software Engineering (ASE), IEEE Computer Society| 2019, 640–652 .

  • Isaiah Onando Mulang, Kuldeep Singh, Akhilesh Vyas, Saeedeh Shekarpour, Ahmad Sakor, Maria-Esther Vidal, Sören Auer, Jens Lehmann

    Context-aware Entity Linking with Attentive Neural Networks on Wikidata Knowledge Graph.
    CoRR abs/1912.06214| 2019 .

  • Mojtaba Nayyeri, Sahar Vahdati, Jens Lehmann, Hamed Shariat Yazdi

    Soft Marginal TransE for Scholarly Knowledge Graph Completion.
    CoRR abs/1904.12211 | 2019 .

  • Mojtaba Nayyeri, Xiaotian Zhou, Sahar Vahdati, Hamed Shariat Yazdi, Jens Lehmann

    Adaptive Margin Ranking Loss for Knowledge Graph Embeddings via a Correntropy Objective Function.
    CoRR abs/1907.05336| 2019 .

  • Mojtaba Nayyeri, Chengjin Xu, Jens Lehmann, Hamed Shariat Yazdi

    LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules.
    CoRR abs/1908.07141| 2019 .

  • Mojtaba Nayyeri, Chengjin Xu, Yadollah Yaghoobzadeh, Hamed Shariat Yazdi, Jens Lehmann

    On the Knowledge Graph Completion Using Translation Based Embedding: The Loss Is as Important as the Score.
    CoRR abs/1909.00519| 2019 .

  • Daniel Obraczka, Alieh Saeedi, Erhard Rahm

    Knowledge Graph Completion with FAMER.
    Proc. KDD workshop on Data Integration to Knowledge Graphs (DI2KG)| 2019 Link.

  • Daniel Obraczka, Axel-Cyrille Ngonga Ngomo

    Dragon: Decision Tree Learning for Link Discovery.
    International Conference on Web Engineering ICWE 2019: Web Engineering| 2019, 441-456 Link.

  • Ana Ozaki, Markus Krötzsch, Sebastian Rudolph

    Temporally Attributed Description Logics.
    Description Logic, Theory Combination, and All That| 2019, 441-474 .

  • Uwe Petersohn, Sandra Zimmer, Jens Lehmann

    Method for the semantic indexing of concept hierarchies, uniform representation, use of relational database systems and generic and case-based reasoning.
    CoRR abs/1910.01539| 2019 .

  • Birte Platow

    DSI Insights: KI = Gott?.
    Kolumne auf www.inside-it.ch, vom 12.07.2019| 2019 Link.

  • Janne Pott, Yoon Ju Bae, Katrin Horn, Andrej Teren, Andreas Kühnapfel, Holger Kirsten, Uta Ceglarek, Markus Loeffler, Joachim Thiery, Jürgen Kratzsch, Markus Scholz

    Genetic Association Study of Eight Steroid Hormones and Implications for Sexual Dimorphism of Coronary Artery Disease.
    J Clin Endocrinol Metab .| 104, 11, 2019, November, 5008-5023 10.1210/jc.2019-00757 .

  • Sattar Rahimbayli, Jens Lehmann, Thomas M. Deserno

    Pay for Performance in Electronic Data Capture for Clinical Trials and Medical Registries.
    EFMI-STC| 2019, 221-225 .

  • Erhard Rahm, Wolfgang E. Nagel, Eric Peukert, René Jäkel, Fabian Gärtner, Peter F. Stadler, Daniel Wiegreffe, Dirk Zeckzer, Wolfgang Lehner

    Big Data Competence Center ScaDS Dresden/Leipzig: Overview and selected research activities.
    Datenbank-Spektrum| 19, 2019, 5-16 10.1007/s13222-018-00303-6 .

  • Erhard Rahm, Theo Härder

    Editorial.
    Datenbankspektrum| 19, 1, 2019, 1-3 Link.

  • David Georg Reichelt, Stefan Kühne, Wilhelm Hasselbring

    On the Validity of Performance Antipatterns at Code Level.
    Softwaretechnik-Trends| 39, 2019, 32-24 Link.

  • David Georg Reichelt, Stefan Kühne, Wilhelm Hasselbring

    PeASS: A Tool for Identifying Performance Changes at Code Level.
    34th IEEE/ACM International Conference on Automated Software Engineering (ASE). IEEE.| 2019, 1146-1149 Link.

  • Edith Reschke, Uwe Konrad

    Integriertes Management und Publikation von wissenschaftlichen Artikeln, Software und Forschungsdaten am Helmholtz-Zentrum Dresden-Rossendorf (HZDR).
    Conference: WissKom 2019 : 8. Konferenz der Zentralbibliothek, Forschungszentrum Jülich, Germany, 4 Jun 2019 - 6 Jun 2019| 2019 10.13140/RG.2.2.14789.19683 .

  • Martin Max Röhling, Martin Grimmer, Dennis Kreußel, Jörn Hoffmann, Bogdan Franczyk

    Standardized container virtualization approach for collecting host intrusion detection data.
    Proceedings of the 2019 Federated Conference on Computer Science and Information Systems. M. Ganzha, L. Maciaszek, M. Paprzycki (eds). ACSIS| 18, 2019, 459-463 Link.

  • Lena Rolf, Gabriele Kern-Isberner, Gerhard Brewka

    Argumentation-Based Explanations for Answer Sets Using ADF.
    LPNMR| 2019, 89-102 .

  • Christopher Rost, Andreas Thor, Philip Fritzsche, Kevin Gomez and Erhard Rahm

    Evolution Analysis of Large Graphs with Gradoop.
    Proc. of Intl. Workshop on Advances in managing and mining large evolving graphs (LEG@ECML-PKDD)| 2019 Link.

  • Christopher Rost, Andreas Thor, Erhard Rahm

    Temporal Graph Analysis using Gradoop.
    Proc. BTW workshops, Lecture Notes in Informatics (LNI)| 2019, 109-118 10.18420/btw2019-ws-11 .

  • M. Ali Rostami, Eric Peukert, Moritz Wilke, Erhard Rahm

    Big graph analysis by visually created workflows.
    BTW| 2019 .

  • M. Ali Rostami, Matthias Kricke, Eric Peukert, Stefan Kühne, Moritz Wilke, Steffen Dienst, Erhard Rahm

    BIGGR: Bringing Gradoop to Applications.
    Datenbank-Spektrum| 19, 1, 2019, 51-60 Link.

  • Johann Sebastian Rudolph

    Presburger Concept Cardinality Constraints in Very Expressive Description Logics – Allegro sexagenarioso ma non ritardando.
    Description Logic, Theory Combination, and All That| 2019, 542-561 .

  • Sebastian Rudolph, Lukas Schweizer, Zhihao Yao

    SPARQL Queries over Ontologies Under the Fixed-Domain Semantics.
    PRICAI | 1, 2019, 486-499 .

  • Anisa Rula, Matteo Palmonari, Simone Rubinacci, Axel-Cyrille Ngonga Ngomo, Jens Lehmann, Andrea Maurino, Diego Esteves

    TISCO: Temporal Scoping of Facts.
    WWW (Companion Volume)| 2019, 959-960 .

  • Afshin Sadeghi, Jens Lehmann

    Linking Physicians to Medical Research Results via Knowledge Graph Embeddings and Twitter.
    PKDD/ECML Workshops| 1, 2019, 622-630 .

  • Afshin Sadeghi, Damien Graux, Jens Lehmann

    MDE: Multi Distance Embeddings for Link Prediction in Knowledge Graphs.
    CoRR abs/1905.10702| 2019 .

  • Ahmad Sakor, Isaiah Onando Mulang, Kuldeep Singh, Saeedeh Shekarpour, Maria-Esther Vidal, Jens Lehmann, Sören Auer

    Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text.
    NAACL-HLT| 1, 2019, 2336-2346 .

  • Claudia L. Satizabal, Hieab H. H. Adams, Mohammad Arfan Ikram

    Genetic architecture of subcortical brain structures in 38,851 individuals.
    Nature Genetics| 2019, October 21 10.1038/s41588-019-0511-y .

  • Gezim Sejdiu, Damien Graux, Imran Khan, Ioanna Lytra, Hajira Jabeen, Jens Lehmann

    Towards a Scalable Semantic-Based Distributed Approach for SPARQL Query Evaluation.
    SEMANTiCS| 2019, 295-309 .

  • Gezim Sejdiu, Anisa Rula, Jens Lehmann, Hajira Jabeen

    A Scalable Framework for Quality Assessment of RDF Datasets.
    ISWC| 2, 2019, 261-276 .

  • Gopi Shah, Konstantin Thierbach, Benjamin Schmid, Johannes Waschke, Anna Reade, Mario Hlawitschka, Ingo Roeder, Nico Scherf, Jan Huisken

    Multi-scale imaging and analysis identify pan-embryo cell dynamics of germlayer formation in zebrafish.
    Nature Communications | 10, 5753, 2019 .

  • Kuldeep Singh, Muhammad Saleem, Abhishek Nadgeri, Felix Conrads, Jeff Z. Pan, Axel-Cyrille Ngonga Ngomo, Jens Lehmann

    QaldGen: Towards Microbenchmarking of Question Answering Systems over Knowledge Graphs.
    ISWC| 2, 2019, 277-292 .

  • Kuldeep Singh, Mohamad Yaser Jaradeh, Saeedeh Shekarpour, Akash Kulkarni, Arun Sethupat Radhakrishna, Ioanna Lytra, Maria-Esther Vidal, Jens Lehmann

    Towards Optimisation of Collaborative Question Answering over Knowledge Graphs.
    CoRR abs/1908.05098| 2019 .

  • Norman Spangenberg, Christoph Augenstein, Moritz Wilke, Bogdan Franczyk

    An Intelligent and Data-Driven Decision Support Solution for the Online Surgery Scheduling Problem.
    Hammoudi S., Smialek M., Camp O., Filipe J. (Hrsg.). Lecture Notes in Business Information Processing (LNBIP)| 363, 2019, 82-103 10.1007/978-3-030-26169-6_5 .

  • Claus Stadler, Gezim Sejdiu, Damien Graux, Jens Lehmann

    Querying Large-scale RDF Datasets Using the SANSA Framework.
    ISWC (Satellites)| 2019, 285-288 .

  • Claus Stadler, Gezim Sejdiu, Damien Graux, Jens Lehmann

    Sparklify: A Scalable Software Component for Efficient Evaluation of SPARQL Queries over Distributed RDF Datasets.
    ISWC| 22, 2019, 293-308 .

  • Danning Sui, Gezim Sejdiu, Damien Graux, Jens Lehmann

    The Hubs and Authorities Transaction Network Analysis using the SANSA framework.
    SEMANTICS Posters&Demos| 2019 .

  • Shahbaz Syed, Michael Völske, Nedim Lipka, Benno Stein, Hinrich Schütze and Martin Potthast

    Towards Summarization for Social Media – Results of the TL;DR Challenge.
    12th International Natural Language Generation Conference (INLG 2019)| 2019, 523–528 Link.

  • Alexander Teumer, Yong Li, Sahar Ghasemi etal.

    Genome-wide association meta-analyses and fine-mapping elucidate pathways influencing albuminuria.
    Nat Commun.| 10, 1, 2019, September 11, 4130 10.1038/s41467-019-11576-0 .

  • Harsh Thakkar, Renzo Angles, Dominik Tomaszuk, Jens Lehmann

    Direct Mappings between RDF and Property Graph Databases.
    CoRR abs/1912.02127| 2019 .

  • Adrienne Tin, Jonathan Marten, Anna Köttgen

    Target genes, variants, tissues and transcriptional pathways influencing human serum urate levels.
    Nature Genetics | 51, 2019, October 2, 1459-1474 10.1038/s41588-019-0504-x .

  • Markus Ulbricht

    Understanding Inconsistency: A Contribution to the Field of Non-monotonic Reasoning.
    Universität Leipzig| 2019 Link.

  • Vanessa Volz, Boris Naujoks, Pascal Kerschke, Tea Tušar

    Single- and Multi-objective Game-benchmark for Evolutionary Algorithms.
    Proceedings of the 2019 Genetic and Evolutionary Computation Conference (GECCO)| 2019, 647–655 Link.

  • Christopher J. Walker, Christopher C. Oakes, Luke K. Genutis, Brian Giacopelli, Sandya Liyanarachchi, Deedra Nicolet, Ann-Kathrin Eisfeld, Markus Scholz et al.

    Genome-wide association study identifies an acute myeloid leukemia susceptibility locus near BICRA.
    Leukemia| 33, 2019, 771-775 Link.

  • Mark Florian Joachim Weingarten, Markus Scholz, Tobias Wohland, Katrin Horn, Michael Stumvoll, Peter Kovacs, Anke Tönjes

    Circulating Oxytocin Is Genetically Determined and Associated With Obesity and Impaired Glucose Tolerance.
    J Clin Endocrinol Metab .| 104, 11, 2019, November, 5621-5632 10.1210/jc.2019-00643 .

  • Patrick Westphal, Lorenz Bühmann, Simon Bin, Hajira Jabeen, Jens Lehmann

    SML-Bench – A benchmarking framework for structured machine learning.
    Semantic Web| 10, 2, 2019, 231-245 .

  • Marco Wilhelm, Gabriele Kern-Isberner, Andreas Ecke, Franz Baader

    Counting Strategies for the Probabilistic Description Logic ALC^ME Under the Principle of Maximum Entropy.
    16th European Conference on Logics in Artificial Intelligence, JELIA 2019, Rende, Italy, May 7-11,Francesco Calimeri, Nicola Leone, Marco Manna [ed.], Lecture Notes in Computer Science, Springer| 11468, 2019, 434-449 .

  • Matthias Wuttke, Yong Li, Man Li, Karsten B. Sieber et al.

    A catalog of genetic loci associated with kidney function from analyses of a million individuals.
    Nature Genetics| 51, 6, 2019, June, 957-972 10.1038/s41588-019-0407-x .

  • Chengjin Xu, Mojtaba Nayyeri, Fouad Alkhoury, Jens Lehmann, Hamed Shariat Yazdi

    Temporal Knowledge Graph Embedding Model based on Additive Time Series Decomposition.
    CoRR abs/1911.07893| 2019 .

  • Xiaoyu Yin, Dagmar Gromann, Sebastian Rudolph

    Neural Machine Translating from Natural Language to SPARQL.
    CoRR abs/1906.09302| 2019 .

  • Hamid Zafar, Maryam Tavakol, Jens Lehmann

    MDP-based Shallow Parsing in Distantly Supervised QA Systems.
    CoRR abs/1909.12566| 2019 .

  • Maribel Acosta, Amrapali Zaveri, Elena Simperl, Dimitris Kontokostas, Fabian Flöck, Jens Lehmann

    Detecting Linked Data quality issues via crowdsourcing: A DBpedia study.
    Semantic Web | 9, 3, 2018, 303-335 .

  • Jakob L. Andersen, Rolf Fagerberg, Christoph Flamm, Rojin Kianian, Daniel Merkle, Peter F. Stadler

    Towards Mechanistic Prediction of Mass Spectra Using Graph Transformation.
    MATCH Commun. Math. Comput. Chem| 80, 2018, 705-731 Link.

  • Debayan Banerjee, Mohnish Dubey, Debanjan Chaudhuri, Jens Lehmann

    Joint Entity and Relation Linking Using EARL.
    ISWC (P&D/Industry/BlueSky)| 2018 .

  • Ringo Baumann, Gerhard Brewka

    The equivalence zoo for Dung-style semantics.
    J. Log. Comput.| 28, 3, 2018, 477-498 .

  • Tim Berners-Lee, Sarven Capadisli, Stefan Dietze, Aidan Hogan, Krzysztof Janowicz, Jens Lehmann

    Workshop on Linked Data on the Web co-located with The Web Conference 2018.
    LDOW@WWW 2018, Lyon, France April 23rd, CEUR Workshop Proceedings 2073, CEUR-WS.org| 2018 .

  • Karell Bertet, Sebastian Rudolph

    Preface: Concept Lattices and Applications: Recent Advances and New Opportunities. Discret.
    Discret. Appl. Math.| 249, 1, 2018 .

  • Tanmoy Bhattacharya, Nancy Retzlaff, Damián E Blasi, William Croft, Michael Cysouw, Daniel Hruschka, Ian Maddieson, Lydia Müller, Eric Smith, Peter F. Stadlerl, George Starostin, Hyejin Youn

    Studying language evolution in the age of big data.
    Journal of Language Evolution| 3, 2, 2018, July, 94–129 .

  • Gerhard Brewka, Stefan Ellmauthaler, Ricardo Gonçalves, Matthias Knorr, João Leite, Jörg Pührer

    Reactive multi-context systems: Heterogeneous reasoning in dynamic environments.
    Artif. Intell. | 256, 2018, 68-104 10.1016/j.artint.2017.11.007 .

  • Gerhard Brewka, Gerhard Lakemeyer

    Hybrid Reasoning for Intelligent Systems: A Focus of KR Research in Germany.
    AI Mag.| 39, 4, 2018, 80-83 .

  • Gerhard Brewka, Stefan Ellmauthaler, Gabriele Kern-Isberner, Philipp Obermeier, Max Ostrowski, Javier Romero, Torsten Schaub, Steffen Schieweck

    Advanced Solving Technology for Dynamic and Reactive Applications.
    Künstliche Intell.| 32, 2-3, 2018, 199-200 .

  • Gerhard Brewka, Torsten Schaub, Stefan Woltran

    Interview with Gerhard Brewka.
    Künstliche Intell.| 32, 2-3, 2018, 219-221 .

  • Gerhard Brewka, Hannes Strass, Johannes Peter Wallner, Stefan Woltran

    Weighted Abstract Dialectical Frameworks.
    AAAI| 2018, 1779-1786 .

  • Gerhard Brewka, Jörg Pührer, Hannes Strass, Johannes Peter Wallner, Stefan Woltran

    Weighted Abstract Dialectical Frameworks: Extended and Revised Report.
    CoRR abs/1806.07717| 2018 .

  • Sebastian Canzler, Peter F. Stadler, Jana Schor

    The fungal snoRNAome.
    RNA| 24, 3, 2018, 342-360 10.1261/rna.062778.117 Link.

  • David Carral, Markus Krötzsch, Maximilian Marx, Ana Ozaki, Sebastian Rudolph

    Preserving Constraints with the Stable Chase.
    ICDT| 12, 2018, 1-19 .

  • Debanjan Chaudhuri, Agustinus Kristiadi, Jens Lehmann, Asja Fischer

    Improving Response Selection in Multi-turn Dialogue Systems.
    2018 Link.

  • Debanjan Chaudhuri, Agustinus Kristiadi, Jens Lehmann, Asja Fischer:

    Improving Response Selection in Multi-Turn Dialogue Systems by Incorporating Domain Knowledge.
    CoNLL| 2018, 497-507 10.18653/v1/K18-1048 .

  • Diego Collarana, Timm Heuss, Jens Lehmann, Ioanna Lytra, Gaurav Maheshwari, Rostislav Nedelchev, Thorsten Schmidt, Priyansh Trivedi

    A Question Answering System on Regulatory Documents.
    JURIX| 2018, 41-50 .

  • Madalina Croitoru, Pierre Marquis, Sebastian Rudolph, Gem Stapleton

    Graph Structures for Knowledge Representation and Reasoning.
    5th International Workshop, GKR 2017, Melbourne, VIC, Australia, August 21, 2017, Revised Selected Papers, Lecture Notes in Computer Science 10775, Springer, ISBN 978-3-319-78101-3| 2018 .

  • Sourish Dasgupta, Ankur Padia, Gaurav Maheshwari, Priyansh Trivedi, Jens Lehmann

    Formal Ontology Learning from English IS-A Sentences.
    2018 Link.

  • Gail Davies, Markus Scholz et al.

    Study of 300,486 individuals identifies 148 independent genetic loci influencing general cognitive function.
    Nature Communications| 9, 1, 2018, May, 2098 10.1038/s41467-018-04362-x .

  • Steffen Dienst, Anna Kipp, Tobias Kötter, Stefan Kühne

    Analyse großer Graph-Daten mit Gradoop und KNIME.
    Bitkom Big-Data.AI Summit 2018 – Data-driven Business Innovations for the Digital World| 2018 10.1007/s13222-019-00325-8 .

  • Mohnish Dubey, Debayan Banerjee, Debanjan Chaudhuri, Jens Lehmann

    EARL: Joint Entity and Relation Linking for Question Answering over Knowledge Graphs.
    ISWC 2018: The Semantic Web – ISWC 2018| 2018, 108-126 10.1007/978-3-030-00671-6_7 .

  • Sebastian Ertel, Justus Adam, Jeronimo Castrillon

    Supporting Fine-grained Dataflow Parallelism in Big Data Systems.
    Proceedings of the 9th International Workshop on Programming Models and Applications for Multicores and Manycores (PMAM). PMAM’18. Vienna, Austria: ACM| 2018, February, 41-50 10.1145/3178442 .

  • Sebastian Ertel, Andrés Goens, Justus Adam, and Jeronimo Castrillon

    Compiling for Concise Code and Efficient I/O.
    Proceedings of the 27th International Conference on Compiler Construction (CC 2018). CC 2018. Vienna, Austria: ACM| 2018, February, 104-115 10.1145/3178372.3179505 .

  • Diego Esteves, Aniketh Janardhan Reddy, Piyush Chawla, Jens Lehmann

    Belittling the Source: Trustworthiness Indicators to Obfuscate Fake News on the Web.
    2018 Link.

  • Diego Esteves, Anisa Rula, Aniketh Janardhan Reddy, Jens Lehmann

    Toward Veracity Assessment in RDF Knowledge Bases: An Exploratory Analysis.
    ACM J. Data Inf. Qual. | 9, 3, 2018, 16:1-16:26 .

  • Nora Franceschini, Claudia Giambartolomei, Markus Scholz et al.

    GWAS and colocalization analyses implicate carotid intima-media thickness and carotid plaque loci in cardiovascular outcomes.
    Nature Communications| 9, 5141, 2018 Link.

  • Jan Frenzel, Kim Feldhoff, Renè Jäkel, Ralph Müller-Pfefferkorn

    Tracing of Multi-Threaded Java Applications in Score-P Using Bytecode Instrumentation.
    ARCS 2018: 31st GI/ITG International Conference on Architecture of Computing Systems - Workshop Proceedings| 2018, April Link.

  • Jan Frenzel, Yedhu Sastri, Christoph Lehmann, Taras Lazariv, René Jäkel, Wolfgang E. Nagel

    A Generalized Service Infrastructure for Data Analytics.
    4th IEEE International Conference on Big Data Computing Service and Applications| 2018 Link.

  • Aldo Gangemi, Anna Lisa Gentile, Andrea Giovanni Nuzzolese, Sebastian Rudolph, Maria Maleshkova, Heiko Paulheim, Jeff Z. Pan, Mehwish Alam

    The Semantic Web: ESWC 2018 Satellite Events.
    ESWC 2018 Satellite Events, Heraklion, Crete, Greece, June 3-7, Revised Selected Papers. Lecture Notes in Computer Science 11155, Springer, ISBN 978-3-319-98191-8| 2018 .

  • Fabian Gärtner, Christian Siederdissen, Lydia Müller, Peter F. Stadler

    Coordinate systems for supergenomes.
    Algorithms for Molecular Biology| 13, 1, 2018, 15 10.1186/s13015-018-0133-4 Link.

  • Andreas Gocht, Christoph Lehmann, Robert Schöne

    A New Approach for Automated Feature Selection.
    IEEE International Conference on Big Data (Big Data)| 2018, 4915-4920 .

  • Patrick Gralka, Sebastian Grottel, Joachim Staib, Karsten Schatz, Grzegorz Karch, Manual Hirschler, Michael Krone, Guido Reina, Stefan Gumhold, Thomas Ertl

    2016 IEEE Scientific Visualization Contest Winner – Visual and Structural Analysis of Point-based Simulation Ensembles.
    IEEE Computer Graphics and Applications | 38, 3, 2018, May/June, 106 - 117 10.1109/MCG.2017.3301120 .

  • Damien Graux, Gezim Sejdiu, Hajira Jabeen, Jens Lehmann, Danning Sui, Dominik Muhs, Johannes Pfeffer

    Profiting from Kitties on Ethereum: Leveraging Blockchain RDF with SANSA..
    SEMANTICS Posters&Demos| 2018 .

  • Martin Grimmer, Martin M. Röhling, Matthias Kricke, Bogdan Franczyk, Erhard Rahm

    Intrusion Detection on System Call Graphs.
    Proceedings of DFN-CERT, DFN-Konferenz "Sicherheit Systemen" 25 (Hrsg.): Sicherheit in vernetzten Systemen, S. G1-G18, DFN-CERT Services GmbH| 2018 Link.

  • Susanne N. Gröbner, Barbara C. Worst et al

    The landscape of genomic alterations across childhood cancers.
    Nature| 555, 2018, February, 321–327 Link.

  • Anne Hoffmann, Jörg Fallmann, Elisa Vilardo, Mario Mörl, Peter F. Stadler, Fabian Amman

    Accurate mapping of tRNA reads.
    Bioinformatics| 34, 7, 2018, April, 1116–1124 10.1093/bioinformatics/btx756 Link.

  • Ali Ismayilov, Dimitris Kontokostas, Sören Auer, Jens Lehmann, Sebastian Hellmann

    Wikidata through the eyes of DBpedia.
    Semantic Web| 9, 4, 2018, 493-503 .

  • Hajira Jabeen, Rajjat Dadwal, Gezim Sejdiu, Jens Lehmann

    Divided We Stand Out! Forging Cohorts fOr Numeric Outlier Detection in Large Scale Knowledge Graphs (CONOD).
    EKAW| 2018, 534-548 .

  • Kai Kamm, Hans-Jürgen Osigus, Peter F. Stadler, Rob DeSalle, Bernd Schierwater

    Trichoplax genomes reveal profound admixture and suggest stable wild populations without bisexual reproduction.
    Scientific Reports| 8, 2018 Link.

  • Elvis Koci, Maik Thiele, Wolfgang Lehner, Oscar Romero

    Table Recognition in Spreadsheets via a Graph Representation..
    DAS| 2018, 139-144 .

  • Sergei O. Kuznetsov, Amedeo Napoli, Sebastian Rudolph

    Proceedings of the 6th International Workshop „What can FCA do for Artificial Intelligence“?.
    co-located with International Joint Conference on Artificial Intelligence and European Conference on Artificial Intelligence (IJCAI/ECAI 2018), Stockholm, Sweden, July 13, 2018. CEUR Workshop Proceedings 2149, CEUR-WS.org| 2018 .

  • Chen Liu et al.

    Memory-efficient deep learning on a SpiNNaker 2 prototype.
    Frontiers in neuroscience| 12, 840, 2018 .

  • Alyssa D. Lokits, Henrike Indrischek, Jens Meiler, Heidi E. Hamm, Peter F. Stadler

    Tracing the evolution of the heterotrimeric G protein α subunit in Metazoa.
    BMC Evolutionary Biology| 18, 1, 2018, April, 51 10.1186/s12862-018-1147-8 Link.

  • Denis Lukovnikov, Nilesh Chakraborty, Jens Lehmann, Asja Fischer

    Translating Natural Language to SQL using Pointer-Generator Networks and How Decoding Order Matters.
    2018 Link.

  • Atia B. Memon, Kyrill Meyer, Michael Thieme, Lars-Peter Meyer

    Inter-InnoLab collaboration. An investigation of the diversity and interconnection among Innovation Laboratories..
    Journal of Engineering and Technology Management| 47, 2018, 1-21 Link.

  • Lars-Peter Meyer, Jan Frenzel, Eric Peukert, René Jäkel, Stefan Kühne

    Big Data Services: Erfahrungen im Big-Data-Kompetenzzentrum.
    In Meyer K., Klingner S., Zinke C. (eds) Service Engineering. Springer Vieweg, Wiesbaden| 2018 Link.

  • Markus Morawskia, Evgeniya Kirilin, Nico Scherf, Carsten Jäger, Katja Reimann et al.

    Developing 3D microscopy with CLARITY on human brain tissue: Towards a tool for informing and validating MRI-based histology.
    NeuroImage| 182, 2018, November, 417-428 Link.

  • Najmeh Mousavi Nejad, Simon Scerri, Jens Lehmann

    KnIGHT: Mapping Privacy Policies to GDPR.
    EKAW| 2018, 258-272 .

  • Ana Ozaki, Markus Krötzsch, Sebastian Rudolph

    Happy Ever After: Temporally Attributed Description Logics.
    Description Logics| 2018 .

  • Janne Pott, Valentin Schlegel, Andrej Teren, Katrin Horn, Holger Kirsten, Christina Bluecher, Juergen Kratzsch, Markus Loeffler, Joachim Thiery, Ralph Burkhardt, Markus Scholz

    Genetic Regulation of PCSK9 (Proprotein Convertase Subtilisin/Kexin Type 9) Plasma Levels and Its Impact on Atherosclerotic Vascular Disease Phenotypes.
    Circ Genom Precis Med.| 11, 5, 2018, May, e001992 10.1161/CIRCGEN.117.001992 .

  • Sonja J. Prohaska, Sarah J. Berkemer, Fabian Gärtner, Thomas Gatter, Nancy Retzlaff, The Students of the Graphs and Biological Networks Lab 2017, Christian Höner zu Siederdissen, Peter F. Stadler

    Expansion of gene clusters, circular orders, and the shortest Hamiltonian path problem.
    Journal of Mathematical Biology| 77, 2, 2018, August, 313–341 Link.

  • David G. Reichelt, Lars-Peter Meyer, Stefan Kühne

    Better a Microbenchmark on a Cluster than a User at the Office – Flink Cluster Benchmarking..
    SSP Proceedings| 2018 Link.

  • David Georg Reichelt, Stefan Kühne

    Better Early Than Never: Performance Test Acceleration by Regression Test Selection..
    Companion of the 2018 ACM/SPEC International Conference on Performance Engineering| 2018, April 10.1145/3185768.3186289 Link.

  • DAVID GEORG REICHELT, STEFAN KÜHNE

    How to Detect Performance Changes in Software History: Performance Analysis of Software System Versions.
    Companion of the 2018 ACM/SPEC International Conference on Performance Engineering| 2018, April 10.1145/3185768.3186404 Link.

  • Sebastian Rudolph, Mantas Simkus

    Satisfiability in the Triguarded Fragment of First-Order Logic.
    Description Logics| 2018 10.29007/m8ts .

  • Sebastian Rudolph, Mantas Simkus

    The Triguarded Fragment of First-Order Logic.
    LPAR| 2018, 604-619 10.29007/m8ts .

  • Sebastian Rudolph, Lukas Schweizer, Satyadharma Tirtarasa

    Justifications for Description Logic Knowledge Bases Under the Fixed-Domain Semantics.
    RuleML+RR| 2018, 185-200 .

  • Muhammad Saleem, Qaiser Mehmood, Claus Stadler, Jens Lehmann, Axel-Cyrille Ngonga Ngomo

    Generating SPARQL Query Containment Benchmarks Using the SQCFramework.
    ISWC (P&D/Industry/BlueSky)| 2018 .

  • Gezim Sejdiu, Ivan Ermilov, Jens Lehmann, Mohamed Nadjib Mami

    DistLODStats: Distributed Computation of RDF Dataset Statistics.
    ISWC| 2018, 206-222 10.1007/978-3-030-00668-6_13 .

  • Gezim Sejdiu, Ivan Ermilov, Mohamed Nadjib Mami, Jens Lehmann

    STATisfy Me: What Are My Stats?.
    ISWC (P&D/Industry/BlueSky) | 2018 .

  • Kuldeep Singh, Arun Sethupat Radhakrishna, Andreas Both, Saeedeh Shekarpour et al.

    Why Reinvent the Wheel: Let’s Build Question Answering Systems Together.
    WWW '18: Proceedings of the 2018 World Wide Web Conference| 2018, April, 1247–1256 10.1145/3178876.3186023 .

  • Norman Spangenberg, Christoph Augenstein, Bogdan Franczyk, Moritz Wilke

    Implementation of a Situation Aware and Real-Time Approach for Decision Support in Online Surgery Scheduling.
    CBMS| 2018 .

  • NORMAN SPANGENBERG, CHRISTOPH AUGENSTEIN, BOGDAN FRANCZYK, MORITZ WILKE

    Online Surgery Rescheduling – A Data-driven Approach for Real-time Decision Support.
    ICEIS| 2018 .

  • Steffen Staab, Jens Lehmann, Ruben Verborgh

    Structured Knowledge on the Web 7.0.
    WWW (Companion Volume) | 2018, 885-886 .

  • Claus Stadler, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo, Jens Lehmann

    Efficiently Pinpointing SPARQL Query Containments.
    ICWE| 2018, 210-224 .

  • Harsh Thakkar, Dharmen Punjani, Yashwant Keswani, Jens Lehmann, Sören Auer

    A Stitch in Time Saves Nine – SPARQL querying of Property Graphs using Gremlin Traversals.
    2018 Link.

  • Harsh Thakkar, Dharmen Punjani, Jens Lehmann, Sören Auer

    Killing Two Birds with One Stone – Querying Property Graphs using SPARQL via GREMLINATOR.
    2018 Link.

  • Harsh Thakkar, Dharmen Punjani, Jens Lehmann, Sören Auer

    Two for one: querying property graph databases using SPARQL via gremlinator.
    GRADES/NDA@SIGMOD/PODS| 2018, 12:1-12:5 10.1145/3210259.3210271 .

  • Konstantin Thierbach, Pierre-Louis Bazin, Walter de Back, Filippos Gavriilidis, Evgeniya Kirilina, Carsten Jäger et al.

    Combining Deep Learning and Active Contours Opens The Way to Robust, Automated Analysis of Brain Cytoarchitectonics.
    Machine Learning in Medical Imaging| 2018, 179–187 Link.

  • Aparna Saisree Thuluva, Darko Anicic, Sebastian Rudolph

    IoT Semantic Interoperability with Device Description Shapes.
    ESWC (Satellite Events)| 2018, 409-422 .

  • Jochen Tiepmar

    Big Data and Digital Humanities. Archives of Data Science.
    Archives of Data Science, Series A (Online First)| 5, 1, 2018 Link.

  • Jochen Tiepmar

    Implementation and Evaluation of the Canonical Text Service Protocol as Part of a Research Infrastructure in the Digital Humanities..
    PhD Thesis, Leipzig University.| 2018 Link.

  • Markus Ulbricht, Matthias Thimm, Gerhard Brewka

    Measuring Strong Inconsistency.
    AAAI| 2018, 1989-1996 .

  • Dina Vojinovic, Markus Scholz et al.

    Genome-wide association study of 23,500 individuals identifies 7 loci associated with brain ventricular volume.
    Nature Communications| 9, 3945, 2018 Link.

  • Maria Waldl, Bernhard C. Thiel, Roman Ochsenreiter, Alexander Holzenleiter, João Victor de Araujo Oliveira, Maria Emília M. T. Walter, Michael T. Wolfinger, Peter F. Stadler

    TERribly Difficult: Searching for Telomerase RNAs in Saccharomycetes.
    Genes| 9, 8, 2018, 372 10.3390/genes9080372 Link.

  • Frank Ulrich Weiss, Nico Hesselbarth, Andrea Párniczky, Dora Mosztbacher, Felix Lämmerhirt, Claudia Ruffert et al.

    Common variants in the CLDN2-MORC4 and PRSS1-PRSS2 loci confer susceptibility to acute pancreatitis.
    Pancreatology| 18, 5, 2018, June, 477-481 10.1016/j.pan.2018.05.486 .

  • Patrick Westphal, Javier D. Fernández, Sabrina Kirrane, Jens Lehmann

    SPIRIT: A Semantic Transparency and Compliance Stack.
    SEMANTICS Posters&Demos| 2018 .

  • Daniel Wiegreffe, Lydia Müller, Jens Steuck, Dirk Zeckzer, Peter F. Stadler

    The Sierra Platinum Service for generating peak-calls for replicated ChIP-seq experiments.
    BMC research notes| 11, 1, 2018, 512 .

  • Daniel Wiegreffe, Daniel Alexander, Peter F. Stadler, Dirk Zeckzer

    RNApuzzler: Efficient Outerplanar Drawing of RNA-Secondary Structures.
    Bioinformatics| 2018, 817 .

  • Hamid Zafar, Giulio Napolitano, Jens Lehmann

    Formal Query Generation for Question Answering over Knowledge Bases.
    ESWC| 2018, 714-728 .

  • Hamid Zafar, Giulio Napolitano, Jens Lehmann

    Deep Query Ranking for Question Answering over Knowledge Bases.
    ECML/PKDD| 3, 2018, 635-638 .

  • Dirk Zeckzer, Daniel Wiegreffe, Lydia Müller

    Analyzing Histone Modifications Using Tiled Binned Clustering and 3D Scatter Plots.
    In 26th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision| 2018 .

  • Ahmad Ahmadov, Maik Thiele, Wolfgang Lehner, Robert Wrembel

    Context Similarity for Retrieval-Based Imputation.
    International Symposium on Foundations and Applications of Big Data Analytics, Sydney, Australia| 2017, August 1-3 .

  • Wolfgang Amann

    Vergleich und Evaluation von RDF-on-Hadoop-Lösungen.
    Workshop Proceedings Datenbanksysteme für Business, Technologie und Web (BTW) 2017 Lecture Notes in Informatics(LNI), GI| 2017 Link.

  • Victor Christen, Anika Groß, Jeffrey Fisher, Qing Wang, Peter Christen, Erhard Rahm

    Temporal group linkage and evolution analysis for census data.
    Proc. 19th Int. Conf. on Extending Database Technology (EDBT), Venice| 2017 .

  • Jan Frenzel, Kim Feldhoff, René Jäkel, Ralph Müller-Pfefferkorn

    Tracing of Multi-Threaded Java Applications in Score-P Using JVMTI and User Instrumentation.
    PARS| 2017 .

  • Clemens Fritzsch, Jörn Hoffmann, Martin Bogdan

    Separated Random Number Generators for Virtual Machines.
    Proc. 47. Jahrestagung der Gesellschaft für Informatik e.V. (GI)| 2017 .

  • Daniel Gerighausen, Alrik Hausdorf, Sebastian Zänker, Dirk Zeckzer

    iDotter – an interactive dot plot viewer.
    WSCG| 2017 .

  • Daniel Gerighausen, Lydia Müller, Jens Steuck, Dirk Zeckzer, Peter F. Stadler

    The Sierra Platinum Service for Generating Peak-Calls for Replicated ChIP-Seq Experiments.
    BMC Research Notes (under review)| 2017 .

  • Till Grallert, Jochen Tiepmar, Thomas Eckart, Dirk Goldhahn, Christoph Kuras

    Digital Muqtabas CTS Integration in CLARIN.
    In CLARIN Annual Conference| 2017 Link.

  • Sebastian Grottel, Christoph Müller, Joachim Staib, Stefan Gumhold

    Extraction and Visualization of Structure-Changing Events in Molecular Dynamics Data.
    Proceedings of TopoInVis Workshop| 2017 .

  • Robert Hecht, Matthias Kalla, Tobias Krüger

    Crowd-sourced data collection to support automatic classification of building footprint data.
    Proceedings of the 28th International Cartographic Conference (ICC2017), Washington DC, USA| 2017, July 1-8th .

  • Pascal Hirmer, Tim Waizenegger, Ghareeb Falazi, Majd Abdo, Yuliya Volga, Alexander Askinadze, Matthias Liebeck, Stefan Conrad, Tobias Hildebrandt, Conrad Indiono, Stefanie Rinderle-Ma, Martin Grimmer, Matthias Kricke, Eric Peukert

    The First Data Science Challenge at BTW 2017.
    Datenbank-Spektrum| 17.2, 2017 10.1007/s13222-017-0263-8 .

  • Martin Junghanns, André Petermann, Martin Neumann, Erhard Rahm

    Management and Analysis of Big Graph Data: Current Systems and Open Challenges.
    Big Data Handbook (eds.: S. Sakr, A. Zomaya) , Springer| 2017 Link.

  • Martin Junghanns, André Petermann, Erhard Rahm

    Distributed Grouping of Property Graphs with GRADOOP.
    Proc. Datenbanksysteme für Business, Technologie und Web (BTW)| 2017 Link.

  • Martin Junghanns, André Petermann, Niklas Teichmann, Erhard Rahm

    The Big Picture: Understanding large-scale graphs using Graph Grouping with GRADOOP.
    Proc. Datenbanksysteme für Business, Technologie und Web (BTW)| 2017 Link.

  • Martin Junghanns, Max Kießling, Alex Averbuch, ANDRÉ PETERMANN, Erhard Rahm

    Cypher-based Graph Pattern Matching in Gradoop.
    ACM SIGMOD workshop on Graph Data Management Experiences and Systems (GRADES)| 5, 2017 Link.

  • Lars Kegel, Martin Hahmann, Wolfgang Lehner

    Generating What-If Scenarios for Time Series Data.
    Proceedings of the 29th International Conference on Scientific and Statistical Database Management (SSDBM '17), New York, NY, USA| 2017 .

  • Stephan Kemper, ANDRÉ PETERMANN, Martin Junghanns

    Distributed FoodBroker: Skalierbare Generierung graphbasierter Geschaftsprozessdaten.
    BTW (Workshops), GI| 2017, 105-110 Link.

  • Ulrike Kister, Konstantin Klamka, Christian Tominski, Raimund Dachselt

    GraSp: Combining Spatially-aware Mobile Devices and a Display Wall for Graph Visualization and Interaction.
    Computer Graphics Forum (Proceedings of Eurographics/IEEE EuroVis| 2017 .

  • Elvis Koci, Maik Thiele, Oscar Romero, Wolfgang Lehner

    Table Identification and Reconstruction in Spreadsheets.
    CAiSE| 2017, 527-541 .

  • Matthias Kricke, Martin Grimmer, Martin Junghanns, Eric Peukert, Erhard Rahm

    Data-Science-Challenge: Graph-based analysis and demand prediction for bike rentals.
    BTW| 2017 .

  • Matthias Kricke, Martin Grimmer, Michael Schmeißer

    Preserving Recomputability of Results from Big Data Transformation Workflows.
    Workshop Proceedings Datenbanksysteme für Business, Technologie und Web (BTW), Lecture Notes in Informatics(LNI), GI | 2017 Link.

  • Matthias Kricke, Martin Grimmer, Michael Schmeißer

    Preserving Recomputability of Results from Big Data Transformation Workflows Depending on External Systems and Human Interactions.
    Datenbank-Spektrum| 17, 2, 2017 .

  • Pascal Nardini, Michael Böttinger, Gerik Scheuermann, Martin Schmidt

    Visual Study of the Benguela Upwelling System using Pathline Predicates.
    Visualization in Environmental Sciences| 2017 .

  • Markus Nentwig, Anika Groß, Maximilian Möller, Erhard Rahm

    Distributed Holistic Clustering on Linked Data.
    Proc. OTM 2017 - Confederated International Conferences: CoopIS, C&TC, and ODBASE, LNCS 10574| 2017, 371-382 .

  • Alexandre Paschoal, Irma Lozada-Chavez, Douglas Domingues

    ceRNAs in plants: computational approaches and associated challenges for target mimics research.
    Briefings in Bioinformatic| 2017 .

  • Alexandre Paschoal, Irma Lozada-Chavez, Douglas Domingues

    ceRNAs in plants: computational approaches and associated challenges for target mimics research.
    Briefings in Bioinformatics| 2017 10.1093/bib/bbx058 .

  • ANDRÉ PETERMANN, Giorgio Micale, Martin Junghanns, Erhard Rahm et al

    Mining and Ranking of Generalized Multi-Dimensional Frequent Subgraphs.
    Proc. Int.Conf. on Digital Information Management (ICDIM)| 2017 .

  • ANDRÉ PETERMANN

    Graph Pattern Mining for Business Decision Support.
    VLDB PhD Workshop| 8, 2017 .

  • ANDRÉ PETERMANN, Martin Junghanns, Erhard Rahm

    DIMSpan – Transactional Frequent Subgraph Mining with Distributed In-Memory Dataflow Systems.
    Proc. International Conference on Big Data Computing, Applications and Technologies (BDCAT)| 2017 Link.

  • Florian Pretzsch

    Duplikaterkennung in der Graph-Processing-Platform GRADOOP.
    Workshop Proceedings Datenbanksysteme für Business, Technologie und Web (BTW), Lecture Notes in Informatics(LNI)| 2017 Link.

  • Karsten Rink, Ariane Middel, Dirk Zeckzer, Roxana Bujack

    Visual Eddy Analysis of the Agulhas Current.
    Visualization in Environmental Sciences| 2017 Link.

  • Alieh Saeedi, Eric Peukert, Erhard Rahm

    Comparative Evaluation of Distributed Clustering Schemes for Multi-source Entity Resolution.
    Proc. ADBIS, LNCS| 9, 2017 .

  • Yedhu Sastri, Kim Feldhoff, Jörn Starruß, René Jäkel, Ralph Müller-Pfefferkorn

    A Workflow for the Integral Performance Analysis of Cloud Applications Using Monitoring and Tracing Techniques.
    ICCBDC| 2017 .

  • Dmitrij Schlesinger, Florian Jug, Gene Myers, Carsten Rother, Dagmar Kainmueller

    Crowd Sourcing Image Segmentation with iaSTAPLE.
    ISBI| 2017 Link.

  • Norman Spangenberg, Christoph Augenstein, Bogdan Franczyk, Martin Wagner, Martin Apitz, Hannes Kenngott

    Method for intrasurgical phase detection by using real-time medical device data.
    Proceedings of International Conference on Computer-based Medical Systems| 2017 10.1109/CBMS.2017.65 .

  • Norman Spangenberg, Martin Roth, Bogdan Franczyk, Stefan Mutke

    Big Data in der Logistik – Ein ganzheitlicher Ansatz für die datengetriebene Logistikplanung, -überwachung und -steuerung.
    Industrie 4.0 Management | 33, 2017 .

  • Norman Spangenberg, Bogdan Franczyk, Moritz Wilke

    A Big Data architecture for intra-surgical remaining time predictions.
    Proceedings of the International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH)| 2017 .

  • Bärbel M.R. Stadler, Peter F. Stadler

    Oriented Components and their Separations.
    Applied General Topology| 2017 .

  • Bärbel M.R. Stadler, Peter F. Stadler

    Oriented Components and their Separations.
    Applied General Topology| 2017 .

  • Joachim Staib, Sebastian Grottel, Stefan Gumhold

    Temporal Focus+Context for Clusters in Particle Data.
    Presentation at VMV| 2017, September Link.

  • Oliver Swoboda

    Serverseitige Aggregation von Zeitreihendaten in verteilten NoSQL-Datenbanken.
    BTW (Workshops), GI| 2017, 365-373 Link.

  • Jochen Tiepmar, Gerhard Heyer

    An humanistsic overview of Canonical Text Services.
    International Journal of Language and Linguistics| 2017 Link.

  • Sunna Torge, René Jäkel, Dmitrij Schlesinger, Michael Frenzel

    Deep Learning and High Performance Computing.
    Fourth Edinburgh Deep Learning Workshop| 2017 .

  • Dinusha Vatsalan, Ziad Sehili, Peter Christen, Erhard Rahm

    Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges.
    Big Data Handbook (eds.: S. Sakr, A. Zomaya) ,Springer| 2017 Link.

  • Sebastian Volke, Dirk Zeckzer, Martin Middendorf, Gerik Scheuermann

    Visualizing Topological Properties of the Search Landscape of Combinatorial Optimization Problems.
    Topological Methods in Data Analysis and Visualization IV: Theory, Algorithms, and Applications| 4, 2017, 69-85 .

  • Ulrich von Zadow, Raimund Dachselt

    Visualizing Group Interaction at Large Wall Displays.
    In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, CHI '17, Denver, CO, USA, ACM| 2017, 2639-2647 .

  • Ali Yazbeck, Kifah R. Tout, Peter F. Stadler, Jana Hertel

    Towards a Consistent, Quantitative Evaluation of MicroRNA Evolution.
    J. Integrative Bioinformatics| 2017 .

  • Benjamin Bach, Sheelagh Carpendale, Christopher Collins, Raimund Dachselt, Tim Dwyer, Bongshin Lee

    Immersive Analytics: Exploring Future Interaction and Visualization Technologies for Data Analytics.
    In Companion Proceedings of the 2016 ACM International Conference on Interactive Surfaces and Spaces. ISS '16, Niagara Falls, ON, Canada, ACM| 2016 .

  • Chris Becker, Jochen Tiepmar, Gerhard Heyer

    Case study: Preparing a TEI corpus for Canonical Text Services.
    Anwendungen Linguistische Informatik - Seminar, Leipzig| 2016 Link.

  • Stefano Berto, Alvaro Perdomo-Sabogal, Daniel Gerighausen, Jing Qin, Katja Nowick

    A consensus network of gene regulatory factors in the human frontal lobe.
    Frontiers in Genetics| 2016 .

  • Katrin Braunschweig, Maik Thiele, Elvis Koci, Wolfgang Lehner

    Putting Web Tables into Context.
    Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (KDIR), Porto, Portugal| 9-11, 2016, November Link.

  • Muhammad Faisal Cheema, Stefan Janicke, Judith Blumenstein, Gerik Scheuermann

    A Directed Concept Search Environment to Visually Explore Texts Related to User-defined Concept Models.
    Proceedings of the 7th International Conference on Information Visualization Theory and Applications, IVAPP| 2016 Link.

  • Steffen Dienst, Jonas Beseler

    Automatic Anomaly Detection in Offshore Wind SCADA Data.
    Proceedings of WindEurope Summit | 2016 Link.

  • Patrick Gralka, Sebastian Grottel, Joachim Staib, Karsten Schatz, Grzegorz Karch, Manuel Hirschler, Michael Krone, Guido Reina, Stefan Gumhold, Thomas Ertl

    Visual and Structural Analysis of Point-based Simulation Ensembles.
    IEEE VIS, Scientific Visualization Contest, Winning Entry| 2016 .

  • Sebastian Grottel, Michael Krone, Christoph Müller, Guido Reina, Thomas Ertl

    MegaMol™ – for Fun and Profit.
    Workshop on Visualization in Practice| 2016 .

  • Richard Grunzke, Florian Jug, Bernd Schuller, René Jäkel, Gene Myers, Wolfgang E. Nagel

    Seamless HPC Integration of Data-intensive KNIME Workflows via UNICORE.
    4th International Workshop on Parallelism in Bioinformatics| 2016 .

  • Richard Grunzke, Jens Krüger, René Jäkel, Wolfgang E. Nagel, Sonja Herres-Pawlis, Alexander Hoffmann

    Metadata Management in the MoSGrid Science Gateway: Evaluation and the Expansion of Quantum Chemistry Support.
    Journal of Grid Computing| 2016, 1-13 .

  • Richard Grunzke, Volker Hartmann, Thomas Jejkal, Aline Deicke, Alexander Hoffmann, Torsten Schrade, Sonja Herres-Pawlis, Rainer Stotzka, Wolfgang E. Nagel

    Towards a Metadata-driven Multi-community Research Data Management Service.
    8th International Workshop on Science Gateways (IWSG)| 2016 .

  • Martin Hahmann, Claudio Hartmann, Lars Kegel, Dirk Habich, Wolfgang Lehner

    Big by blocks: modular analytics.
    Information Technology| 58, 4, 2016, 176-185 10.1515/itit-2016-0003 .

  • Hendrik Herold, Robert Hecht, Gotthard Meinel

    Old maps for land use change monitoring: Analysing historical maps for long-term land use change monitoring.
    In: van Dijk, T. C.; Schommer, C. (Hrsg.) Proceedings of the International Workshop Exploring Old Maps (EOM 2016), University of Luxembourg, Esch-sur-Alzette, Luxembourg| 2016, 11-12 .

  • Jörn Hoffmann, Dirk Zeckzer, Martin Bogdan

    Using FPGAs to Accelerate Myers Bit-Vector Algorith.
    XIV Mediterranian Conference on Medical and Biological Engineering and Computing, IFMBE Proceedings, Springer, Heidelberg| 2016, 529 -535 .

  • Robert Höhne, Joachim Staib

    Multi-scale visualisation: Key to an enhanced understanding of materials.
    Carbon Composites Magazin| 4, 2016 .

  • René Jäkel, Ralph Müller-Pfefferkorn, Michael Kluge, Richard Grunzke, Wolfgang E. Nagel

    Architectural Implications for Exascale based on Big Data Workflow Requirements.
    Big Data & HPC| 2016 .

  • Martin Junghanns, André Petermann, Niklas Teichmann, Kevin Gómez, Erhard Rahm

    Analyzing Extended Property Graphs with Apache Flink.
    SIGMOD workshop on Network Data Analytics (NDA)| 7, 2016 Link.

  • Lars Kegel, Martin Hahmann, Wolfgang Lehner

    Template-based Time Series Generation with Loom.
    19th International Conference on Extending Database Technology (EDBT/ICDT Workshops), Bordeaux, France| 2016, March, 15-18 Link.

  • Alexander Kirillov, Dmitrij Schlesinger, Shuai Zheng, Bogdan Savchynskyy, Philip H. Torr, Carsten Rother

    Joint Training of Generic CNN-CRF Models with Stochastic Optimization.
    ACCV| 2016 10.1007/978-3-319-54184-6_14 Link.

  • Alexander Kirillov, Alexander Shekhovtsov, Carsten Rother, Bogdan Savchynskyy

    Joint M-Best-Diverse Labelings as a Parametric Submodular Minimization.
    NIPS| 2016 Link.

  • Ulrike Kister, Patrick Reipschläger, Raimund Dachselt

    MultiLens: Fluent Interaction with Multi-Functional Multi-Touch Lenses for Information Visualization.
    Proceedings of the 2016 ACM International Conference on Interactive Surfaces and Spaces. ISS '16, Niagara Falls, ON, Canada, ACM| 2016, 139-148 .

  • David C. Krakauer, Lydia Müller, Sonja J. Prohaska, Peter F. Stadler

    Design Specifications for Cellular Regulation.
    Th Biosci| 135, 2016, 231-240 10.1007/s12064-016-0239-5 .

  • David C. Krakauer, Lydia Müller, Sonja J. Prohaska, Peter F. Stadler

    Design Specifications for Cellular Regulation.
    Theory Bioscience| 135, 2016, 231-240 .

  • Ricardo Langner, Ulrich von Zadow, Tom Horak, Annett Mitschick, Raimund Dachselt

    FlowTransfer: Content Sharing Between Spatially-Aware Mobile Phones and Large Vertical Displays Supporting Collaborative Work.
    Collaboration Meets Interactive Spaces, Springer International Publishing| 2016, 75-96 .

  • Lydia Müller, Daniel Gerighausen, Mariam Farman, Dirk Zeckzer

    Sierra platinum: a fast and robust peak-caller for replicated ChIP-seq experiments with visual quality-control and -steering.
    BMC Bioinformatics| 17, 1, 2016, September, 1-13 .

  • Siva K. Mustikovela, Michael Y. Yang, Carsten Rother

    Can Ground Truth Label Propagation from Video help Semantic Segmentation?.
    Video Segmentation Workshop, ECCV| 2016 Link.

  • Markus Nentwig, Anika Groß, Erhard Rahm

    Holistic Entity Clustering for Linked Data.
    Proc. IEEE International Conference on Data Mining Workshop, ICDMW| 2016 Link.

  • Markus Nentwig, Michael Hartung, Axel-Cyrille N. Ngomo, Erhard Rahm

    A Survey of Current Link Discovery Frameworks.
    Semantic Web Journal| 2016 10.3233/SW-150210 .

  • Andre Petermann, Martin Junghanns, Stephan Kemper, Kevin Gomez, Niklas Teichmann, Erhard Rahm

    Graph Mining for Complex Data Analytics.
    Proc. ICDM| 2016 Link.

  • Andre Petermann, Martin Junghanns

    Scalable Business Intelligence with Graph Collections.
    Information Technology Special Issue: Big Data Analytics| 8, 2016 .

  • Kasun S. Perera, Martin Hahmann, Wolfgang Lehner, Torben B. Pedersen, Christian Thomsen

    Efficient Approximate OLAP Querying Over Time Series.
    20th International Database Engineering & Applications Symposium (IDEAS ‘16), Montreal, Canada| 2016, July, 11-13 10.1145/2938503.2938526 .

  • Hans D. Pogrzeba, Jochen Tiepmar, Gerhard Heyer

    Visualisierungen für CTS Text Miner.
    Anwendungen Linguistische Informatik - Seminar, Leipzig| 2016 Link.

  • Erhard Rahm

    Big Data Analytics (Editorial).
    Information Technology Special Issue: Big Data Analytics| 8, 2016 .

  • Erhard Rahm

    The Case for Holistic Data Integration.
    Proc. ADBIS Conf.| 2016, August .

  • Martin Reckziegel, Stefan Jänicke, Gerik Scheuermann

    CTRaCE: Canonical Text Reader and Citation Exporter.
    Digital Humanities 2016: Conference Abstracts. Jagiellonian University & Pedagogical University, Kraków| 2016, 869-871 .

  • David L. Richmond, Dagmar Kainmueller, Michael Y. Yang, Eugene W. Myers, Carsten Rother

    Mapping Auto-context Decision Forests to Deep ConvNets for Semantic Segmentation.
    BMVC| 2016 Link.

  • Alexander Sauer

    Aufbereitung, Auswertung und Visualisierung der Ergebnisse von Wasserhaushaltssimulationen für Sachsen mit ArcEGMO auf Basis von 10 alternativen Klimaprojektionen.
    Thinh, N.X. (Hrsg.) Modeling and Simulation of Ecosystems. Rhombos-Verlag, Berlin| 2016, 21-35 .

  • Daniel Schemala, Dmitrij Schlesinger, Peter Winkler et al

    Semantic segmentation of settlement patterns in gray-scale map images using RF and CRF within an HPC environment.
    GEOBIA 2016 conference proceedings| 14-16, 2016, September .

  • Ziad Sehili, Erhard Rahm

    Speeding up Privacy Preserving Record Linkage for Metric Space Similarity Measures.
    Datenbank-Spektrum| 2016, 1-10 10.1007/s13222-016-0222-9 Link.

  • Hendrik Sollich, Pavel Tomancak, Ulrich von Zadow, Raimund Dachselt, Tobias Pietzsch

    Exploring Time-dependent Scientific Data Using Spatially Aware Mobiles and Large Displays.
    Proceedings of the 2016 ACM International Conference on Interactive Surfaces and Spaces. ISS '16, Niagara Falls, ON, Canada, ACM| 2016, 349-354 .

  • Norman Spangenberg

    Development of an information system architecture for online surgery scheduling.
    Business Information Systems: 18th International Conference, BIS 2015, Poznań, Poland, June 24-26, 2015, Proceedings, W. Abramowicz, Ed. Springer International Publishing, Cham| 2016, 28-37 .

  • Joachim Staib, Robert Höhne et al

    In Leichtbaustrukturen zoomen Plattform: Unabhängige Visualisierungssoftware vom ILK.
    kunststoffe.de| 2016 Link.

  • Joachim Staib, Sebastian Grottel, Stefan Gumhold

    Enhancing Scatterplots with Multi-Dimensional Focal Blur.
    EuroVis| 2016 10.1111/cgf.12877 .

  • Vasileios Theodorou, Alberto Abelló, Maik Thiele, Wolfgang Lehner

    Quality measures for ETL processes: from goals to implementation.
    Concurrency and Computation: Practice and Experience| 28, 2016 Link.

  • Jochen Tiepmar

    CTS Text Miner: Text Mining Framework based on the Canonical Text Service Protocol.
    Proceedings of the 4th Workshop on the Challenges in the Management of Large Corpora, LREC| 2016, 1 - 17 Link.

  • Jochen Tiepmar, Thomas Eckart, Dirk Goldhahn, Christoph Kuras

    Canonical Text Services in CLARIN: Reaching out to the Digital Classics and beyond.
    CLARIN Annual Conference| 2016 Link.

  • Jochen Tiepmar, Thomas Eckart, Dirk Goldhahn, Christoph Kuras

    Integrating Canonical Text Services into CLARIN’s Search Infrastructure.
    Linguistics and Literature Studies| 5, 2016, 99 - 104 10.13189/lls.2017.050205 .

  • Jochen Tiepmar

    Canonical Text Services in CLARIN – Reaching out to the Digital Classics and beyond (talk).
    CLARIN Annual Conference| 2016 Link.

  • Christian Tominski, Stefan Gladisch, Heidrun Schumann, Ulrike Kister, Raimund Dachselt

    Interactive Lenses for Visualization: An Extended Survey.
    Computer Graphics Forum| 2016, 1-28 .

  • Robert Ulbricht, Claudio Hartmann,Martin Hahmann, Hilko Donker, Wolfgang Lehner

    Web-based Benchmarks for Forecasting Systems: The ECAST Platform.
    SIGMOD Conference, San Francisco, USA, June 26 – July 1| 2016 .

  • Dinusha Vatsalan, Peter Christen, Erhard Rahm

    Scalable privacy-preserving linking of multiple databases using Counting Bloom filters.
    Proc. ICDM workshop on Privacy and Discrimination in Data Mining (PDDM)| 2016 .

  • Annie Waldherr, Gerhard Heyer, Patrick Jähnichen, Gregor Wiedemann, Andreas Niekler

    Mining big data with computational methods.
    Political communication in the online world: Theoretical approaches and research designs., New York, Routledge| 2016 .

  • Dirk Zeckzer, Daniel Gerighausen, Lydia Müller

    Analyzing Histone Modifications in iPS Cells Using Tiled Binned 3D Scatter Plots.
    International Symposium on Big Data Visual Analytics, Sydney, Australia| 2016 .

  • Katrin Braunschweig, Maik Thiele, Julian Eberius, Wolfgang Lehner

    Column-specific Context Extraction for Web Tables.
    30th ACM/SIGAPP Symposium on Applied Computing (SAC), Salamanca, Spain| 2015, April, 13-17 Link.

  • Katrin Braunschweig,Maik Thiele, Wolfgang Lehner

    From Web Tables to Concepts: a Semantic Normalization Approach.
    Conceptual Modeling - 34th International Conference, ER 2015, Stockholm, Sweden, October 19-22| 2015 .

  • Katrin Braunschweig, Maik Thiele, Julian Eberius, Wolfgang Lehner

    Column-specific Context Extraction for Web Tables.
    In 30th ACM/SIGAPP Symposium on Applied Computing (SAC), Salamanca, Spain| 2015, April 10.1145/2695664.2695794 Link.

  • Muhammad F. Cheema, Judith Blumenstein, Gerik Scheuermann

    Modelling Concepts to Improve the Search Capabilities on Ancient Corpora.
    Proceedings of the Digital Humanities| 2015 .

  • Victor Christen, Anika Groß, Julian Varghese, Martin Dugas, Erhard Rahm

    Annotating Medical Forms using UMLS.
    Proc. 11th Intl. Conference on Data Integration in the Life Sciences (DILS)| 2015, July Link.

  • Julian Eberius, Katrin Braunschweig, Markus Hentsch, Maik Thiele, Ahmad Ahmadov, Wolfgang Lehner

    Building the Dresden Web Table Corpus: A Classification Approach.
    2nd IEEE/ACM International Symposium on Big Data Computing (BDC 2015), Limassol, Cyprus| 2015, December .

  • Julian Eberius, Maik Thiele, Katrin Braunschweig, Wolfgang Lehner

    Top-k entity augmentation using consistent set covering.
    Proceedings of the 27th International Conference on Scientific and Statistical Database Management, ACM| 2015 Link.

  • Julian Eberius, Maik Thiele, Katrin Braunschweig, Wolfgang Lehner

    DrillBeyond: processing multi-result open world SQL queries.
    Proceedings of the 27th International Conference on Scientific and Statistical Database Management, ACM| 2015 .

  • Benjamin Gaunitz, Martin Roth, Bogdan Franczyk

    Dynamic and Scalable Real-Time Analytics in Logistics: Combining Apache Storm with Complex Event Processing for Enabling New Business Models in Logistics.
    ENASE - 10th International Conference on Evaluation of Novel Software Approaches to Software Engineering, Barcelona| 2015 .

  • Claudio Hartmann, Martin Hahmann, Wolfgang Lehner, Frank Rosenthal

    Exploiting big data in time series forecasting: A cross-sectional approach.
    IEEE International Conference on Data Science and Advanced Analytics, (DSAA 2015), Campus des Cordeliers, Paris, France, October 19-21| 2015 .

  • RENÉ JÄKEL, Ralph Müller-Pfefferkorn, Michael Kluge, Richard Grunzke, Wolfgang E. Nagel

    Architectural Implications for Exascale based on Big Data Workflow Requirements.
    Big Data & HPC| 2015 .

  • RENÉ JÄKEL, RALPH MÜLLER-PFEFFERKORN, WOLFGANG E. NAGEL

    Execution Environments for Big Data: Challenges for User Centric Scenarios.
    BDEC white paper| 2015 .

  • Martin Junghanns, Andre Petermann, Kevin Gomez, Erhard Rahm

    GRADOOP: Scalable Graph Data Management and Analytics with Hadoop.
    Techn. Report, Univ. of Leipzig| 2015, June Link.

  • Alexander Kirillov, Alexander Shekhovtsov, Carsten Rother, Dmitrij Schlesinger, Dmitry Vetrov

    Inferring M-Best Diverse Labelings in a Single One.
    ICCV | 2015 .

  • Ulrike Kister, Patrick Reipschläger, Fabrice Matulic, Raimund Dachselt

    BodyLenses: Embodied Magic Lenses and Personal Territories for Wall Displays.
    Proceedings of the 2015 ACM International Conference on Interactive Tabletops and Surfaces. ITS '15, Funchal/Madeira, Portugal, ACM| 2015, 117-126 .

  • Konstantin Klamka, Raimund Dachselt

    Elasticcon: Elastic Controllers for Casual Interaction.
    Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services. MobileHCI '15, Copenhagen, Denmark, ACM| 2015, 410-419 .

  • Alexander Krull, Eric Brachmann, Frank Michel, Michael Ying Yang, Stefan Gumhold, Carsten Rother

    Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images.
    ICCV| 2015 .

  • Kasun S. Perera, Martin Hahmann, Wolfgang Lehner, Torben B. Pedersen, Christian Thomsen

    Modeling Large Time Series for Efficient Approximate Query Processing.
    DASFAA 2015 International Workshops. Springer| 2015 .

  • Ziad Sehili, Lars Kolb, Christian Borgs, Rainer Schnell, Erhard Rahm

    Privacy Preserving Record Linkage with PPJoin.
    GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW)| 2015 Link.

  • NORMAN SPANGENBERG

    Development of an information system architecture for online surgery scheduling.
    Business Information Systems: 18th International Conference, BIS 2015, Poznań, Poland, June 24-26, 2015, Proceedings, W. Abramowicz, Ed. Springer International Publishing, Cham| 2015, 28-37 .

  • Norman Spangenberg, Bogdan Franczyk, Martin Roth

    Evaluating new approaches of big data analytics frameworks.
    18th International Conference on Business Information Systems, Poznan| 2015 .

  • Joachim Staib, Sebastian Grottel, Stefan Gumhold

    Visualization of Particle-based Data with Transparency and Ambient Occlusion.
    EuroVis| 2015 10.1111/cgf.12627 .

  • Vasileios Theodorou, Alberto Abelló, Maik Thiele, Wolfgang Lehner

    POIESIS: a Tool for Quality-aware ETL Process Redesign.
    Proceedings of the 18th International Conference on Extending Database Technology (EDBT), Brussels, Belgium| 2015, March Link.

  • Jochen Tiepmar

    Release of the MySQL-based implementation of the CTS protocol.
    3rd Workshop on the Challenges in the Management of Large Corpora, Lancaster| 2015 Link.

  • Sebastian Volke, Dirk Zeckzer, Gerik Scheuermann, Martin Middendorf

    A Visual Method for Analysis and Comparison of Search Landscapes.
    Genetic and Evolutionary Computation Conference (GECCO) 2015, 07/2015, Madrid, Spain| 2015, 497-504 .

  • Stefan Jänicke, Annette Geßner, Marco Büchler, Gerik Scheuermann

    Visualizations for Text Re-use.
    Proceedings of the 5th International Conference on Information Visualization Theory and Applications, IVAPP| 2014 .

  • Erhard Rahm, Wolfgang E. Nagel

    ScaDS Dresden/Leipzig: Ein serviceorientiertes Kompetenzzentrum für Big Data.
    Proc. GI-Jahrestagung, LNI| 2014 Link.

  • Ulrich von Zadow, Wolfgang Büschel, Ricardo Langner, Raimund Dachselt

    SleeD: Using a Sleeve Display to Interact with Touch-sensitive Display Walls.
    Proceedings of the 2014 ACM International Conference on Interactive Tabletops and Surfaces. ITS '14, Dresden, Germany, ACM| 2014, 129-138 .

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