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..
Nucleic acids research| 49, W1, 2021, May, W530-W534 10.1093/nar/gkab294 Link.
Christopher Akiki, Martin Potthast
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.
Working Notes Papers of the CLEF 2021 Evaluation Labs| 2936, 2021, September Link.
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.
Ali Al-Fatlawi, Negin Malekian, Sebastian Garcia, Andreas Henschel, Ilwook Kim, Andreas Dahl, Beatrix Jahnke, Peter Bailey, Sarah Bolz, Anna Poetsch, Sandra Mahler, Robert Grützmann, Christian Pilarsky, and Michael Schroeder.
Deep learning improves pancreatic cancer diagnosis using RNA-based variants.
Cancers| 2021 10.3390/cancers13112654 .
Sarah Alaghbari, Annett Mitschick, Gregor Blichmann, Martin Voigt, Raimund Dachselt
A User-Centered Approach to Gamify the Manual Creation of Training Data for Machine Learning.
i-com| 2021, April 10.1515/icom-2020-0030 .
Christian Alrabbaa, Franz Baader, Stefan Borgwardt, Patrick Koopmann, and Alisa Kovtunova
Finding Good Proofs for Description Logic Entailments Using Recursive Quality Measures.
In André Platzer and Geoff Sutcliffe, editors, Proceedings of the 28th International Conference on Automated Deduction (CADE-28)| 12699, 2021, 291-308 10.1007/978-3-030-79876-5_17 Link.
Milad Alshomary, Timon Gurke, Shahbaz Syed, Philipp Heinisch, Maximilian Spliethoever, Philipp Cimiano, Martin Potthast, Henning Wachsmuth
Key Point Analysis via Contrastive Learning and Extractive Argument Summarization.
arXiv preprint arXiv:2109.15086| 2021, September Link.
Milad Alshomary, Shahbaz Syed, Arkajit Dhar, Martin Potthast, Henning Wachsmuth
Argument Undermining: Counter-Argument Generation by Attacking Weak Premises.
arXiv preprint arXiv:2105.11752| 2021, May Link.
J. Anders, H. Petruschke, N. Jehmlich, S. B. Haange, M. von Bergen, P. F. Stadler
A workflow to identify novel proteins based on the direct mapping of Peptide-SpectrumMatches to genomic locations.
BMC bioinformatics| 22, 1, 2021, May, 1-20 10.1186/s12859-021-04159-8 Link.
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.
Proceedings of the 11th International Conference on Evolutionary Multi-Criterion Optimization (EMO)| 2021, 311--322 10.1007/978-3-030-72062-9_25 .
Daniel Ayala, Irma Hernández, David Ruiz, Erhard Rahm
Towards the smart use of embedding and instance features for property matching.
Proc. Int. Conf. on Data Engineering (ICDE)| 2021, 04 10.1109/ICDE51399.2021.00209 .
Franz Baader, Patrick Koopmann, Francesco Kriegel, and Adrian Nuradiansya
Computing Optimal Repairs of Quantified ABoxes w.r.t. Static EL TBoxes.
In André Platzer and Geoff Sutcliffe, editors, Proceedings of the 28th International Conference on Automated Deduction (CADE-28)| 12699, 2021, 309-326 10.1007/978-3-030-79876-5_18 Link.
Franz Baader, Francesco Kriegel, Adrian Nuradiansyah, and Rafael Peñaloza
Safety of Quantified ABoxes w.r.t. Singleton EL Policies.
In Proceedings of the 36th Annual ACM Symposium on Applied Computing (SAC '21)| 2021, 863-872 10.1145/3412841.3441961 Link.
Franz Baader and Jakub Rydval
An Algebraic View on p-Admissible Concrete Domains for Lightweight Description Logics.
In Wolfgang Faber, Gerhard Friedrich, Martin Gebser, and Michael Morak, editors, Proceedings of the 17th European Conference on Logics in Artificial Intelligence (JELIA 2021)| 12678, 2021, 194-209 10.1007/978-3-030-75775-5_14 Link.
Juan Jose Montellano Ballesteros, Anahy Santiago Arguello, Peter F. Stadler
Hamiltonicity in power graphs of a type of abelian groups.
2021 .
Ringo Baumann, Sylvie Doutre, Jean-Guy Mailly, Johannes Peter Wallner
Enforcement in Formal Argumentation.
Journal of Applied Logics - IfCoLog Journal of Logics and their Applications| 8, 6, 2021, July, 1623-1678 Link.
Ringo Baumann, Matti Berthold
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.
Ringo Baumann, Markus Ulbricht
On Cycles, Attackers and Supporters — A Contribution to The Investigation of Dynamics in Abstract Argumentation.
Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)| 2021, 08 10.24963/ijcai.2021/245 .
Ringo Baumann, Markus Ulbricht
Choices and their Consequences – Explaining Acceptable Sets in Abstract Argumentation Frameworks.
Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning (KR'21)| 2021, November https://doi.org/10.24963/kr.2021/11 .
Ringo Baumann, Gerhard Brewka, Markus Ulbricht
Comparing Weak Admissibility Semantics to their Dung-style Counterparts (Extended Abstract).
Proceedings of the 30th International Joint Conference on Artificial Intelligence (ICJAI'21), Sister Conferences Best Papers| 2021, August https://doi.org/10.24963/ijcai.2021/642 .
Ringo Baumann, Anna Rapberger, Markus Ulbricht
Equivalence in Argumentation Frameworks with a Claim-centric View: Classical Results With Novel Ingredients.
Proceedings of the 19th edition of the International Workshop on Non-Monotonic Reasoning (NMR'21)| 2021, November Link.
A. Behme, P. L. Strietzel
A 2 x 2 random switching model and its dual risk model.
arXiv preprint arXiv:2007.03369| 2021 Link.
S. Berkemer, C. Höner zu Siederdissen, P. F. Stadler
Compositional properties of alignments.
Mathematics in Computer Science, 15(4), 609-630.| 15, 4, 2021, December, 609-630 10.1007/s11786-020-00496-8 Link.
Friedrich Bethke, Richard Pausch, Patrick Stiller, Alexander Debus, Michael Bussmann, Nico Hoffmann
Invertible Surrogate Models: Joint surrogate modelling and reconstruction of Laser-Wakefield Acceleration by invertible neural networks.
arXiv preprint arXiv:2106.00432| 2021 Link.
Janek Bevendorff, Martin Potthast, Benno Stein
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.
Advances in Information Retrieval. 43rd European Conference on IR Research (ECIR 2021), Lecture Notes in Computer Science| 12036 , 2021, March, 567-573 10.1007/978-3-030-85251-1_26 Link.
Wu Binyi, Bernd Waschneck, Christian Mayr
Squeeze-and-Threshold Based Quantization for Low-Precision Neural Networks.
International Conference on Engineering Applications of Neural Networks, Springer, Cham| 2021 10.1007/978-3-030-80568-5_20 Link.
C. Blecha, C. Hergl, T. Nagel, G. Scheuermann
Visual Analysis of the Relation Between Stiffness Tensor and the Cauchy-Green Tensor.
EuroVis 2021| 2021 10.2312/evs.20211052 Link.
Moritz Blumer, Tom Brown, Mariella Bontempo Freitas, Ana Luiza Destro, Juraci A. Oliveira, Ariadna Morales, Tilman Schell, Carola Greve, Martin Pippel, David Jebb, Nikolai Hecker, Alexis-Walid Ahmed, Bogdan Kirilenko, Maddy Foote, Axel Janke, Burton K. Lim, Michael Hiller
Gene losses in the common vampire bat illuminate molecular adaptations to blood feeding.
bioRxiv preprint | 2021, October 10.1101/2021.10.18.462363 Link.
Manuel Bodirsky, Simon Knäuer, Sebastian Rudolph
Datalog-Expressibility for Monadic and Guarded Second-Order Logic.
48th International Colloquium on Automata, Languages, and Programming, {ICALP} 2021, July 12-16, 2021, Glasgow, Scotland (Virtual Conference)| 198, 2021, 120:1--120:17 10.4230/LIPIcs.ICALP.2021.120 .
Manuel Bodirsky, Thomas Feller, Simon Knäuer, Sebastian Rudolph
On Logics and Homomorphism Closure.
36th Annual {ACM/IEEE} Symposium on Logic in Computer Science| 2021, 1--13 10.1109/LICS52264.2021.9470511 .
Sarah Naomi Bolz, Sebastian Salentin, Joachim Haupt, Gary Jennings, Jared Sterneckert, Michael Schroeder
Structural binding site comparisons reveal Crizotinib as a novel Lrrk2 Inhibitor..
Computational and Structural Biotechnology Journal| 19, 2021, June, 3674-3681 10.1016/j.csbj.2021.06.013 Link.
Alexander Bondarenko, Lukas Gienapp, Maik Fröbe, Meriem Beloucif, Yamen Ajjour, Alexander Panchenko, Chris Biemann, Benno Stein, Henning Wachsmuth, Martin Potthast, Matthias Hagen
Overview of Touché 2021: Argument Retrieval.
K. S.Candan, B. Ionescu, L. Goeuriot, B. Larsen, H. Müller, A. Joly, M. Maistro, F. Piroi, G. Faggioli, N. Ferro (eds) Experimental IR Meets Multilinguality, Multimodality, and Interaction. CLEF 2021. Lecture Notes in Computer Science, Springer, Cham| 12880, 2021, September, 450-467 10.1007/978-3-030-85251-1_28 Link.
Camille Bourgaux and David Carral and Markus Kr{"{o
Capturing Homomorphism-Closed Decidable Queries with Existential
Rules.
2021 .
N. G. Bozhanova, J. M. Harp, B. J. Bender, A. S. Gavrikov, D. A. Gorbachev, M. S. Baranov, C. B. Mercado, X. Zhang, K. A. Lukyanov, A. S. Mishin, J. Meiler
Computational redesign of a fluorogen activating protein with Rosetta.
PLoS Computational Biology| 17, 11, 2021, November, e1009555 10.1371/journal.pcbi.1009555 .
Alexander Brauckmann, Andrés Goens, Jeronimo Castrillon
Polyhedral Optimizations as an Environment for Reinforcement Learning.
In the 30th International Conference on Parallel Architectures and Compilation Techniques (PACT)| 2021 10.1109/PACT52795.2021.00009 .
Braun, Simone; Georges, Alkhouri; Eric Peukert.
KOBRA: Praxisfähige lernbasierte Verfahren zur automatischen Konfiguration von Business-Regeln in Duplikaterkennungssystemen..
INFORMATIK 2020. Gesellschaft für Informatik| 2021, 395-409 10.18420/inf2020_37 .
Brockmoeller S, Echle A, Ghaffari Laleh N, Eiholm S, Malmstrøm ML, Plato Kuhlmann T, Levic K, Grabsch HI, West NP, Saldanha OL, Kouvidi K, Bono A, Heij LR, Brinker TJ, Gögenür I, Quirke P, Kather JN
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.
International Symposium on Frontiers of Combining Systems| 2021, September, 3-24 Link.
B. P. Brown, J. Mendenhall, A. R. Geanes, J. Meiler
General Purpose Structure-Based Drug Discovery Neural Network Score Functions with Human-Interpretable Pharmacophore Maps.
Journal of chemical information and modeling, 61(2), 603-620.| 61, 2, 2021, January, 603-620 10.1021/acs.jcim.0c01001 Link.
Wolfgang Büschel, Anke Lehmann, Raimund Dachselt
MIRIA: A Mixed Reality Toolkit for the In-Situ Visualization and Analysis of Spatio-Temporal Interaction Data.
CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems| 470, 2021, May, 1-15 10.1145/3411764.3445651 .
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.
European Heart Journal| 42, 24, 2021, June, 21, 2344–2352 10.1093/eurheartj/ehab110 .
Manoj Changat, Ameera Vaheeda Shanavas, Peter F. Stadler
Transit Functions and Clustering Systems.
CALDAM'22| 2021 .
Ankit Anil Chaudhari, Karthik K. Srinivasan, Bhargava Rama Chilukuri, Martin Treiber, Ostap Okhrin
Optimization of Wiedemann-99 Model Parameters for Mixed Traffic Using Vehicular Trajectory Data.
Transportation Research Board 100th Annual Meeting, Washington DC, United States| 2021 10.1177/03611981211037543 .
Sara Ciucci, Claudio Duran, Alessandra Palladini, Francesco Paroni Sterbini, Luca Masucci, Giovanni Cammarota, Gianluca Ianiro, Brunella Posteraro, Maurizio Sanguinetti, Giovanni Gasbarrini, Antonio Gasbarrini, Bryony N. Parsons, Umer Z. Ijaz, D. Mark Pritchard, and Carlo Vittorio Cannistraci.
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.
43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)| 2021, November, 3865-3868 10.1109/EMBC46164.2021.9630160 Link.
Erik Marx, Thiemo Leonhardt, David Baberowski, Nadine Bergner
Using Matchboxes to Teach the Basics of Machine Learning: An Analysis of (Possible) Misconceptions.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases| 2021, July Link.
Lina Muhandes, Maria Chapsa, Martin Pippel et al.
Low threshold for cutaneous allergen sensitization but no spontaneous dermatitis or atopy in filaggrin-deficient mice.
Journal of Investigative Dermatology| 2021 10.1016/j.jid.2021.02.763 Link.
S. Muiños-Landin, A. Fischer, V. Holubec, F. Cichos
Reinforcement Learning with Artificial Microswimmers.
Sci. Robot. 6, eabd9285| 2021 10.1126/scirobotics.abd9285 .
S. Mukherjee, J. D. Cogan, J. H. Newman, J. A. 3rd Phillips, R. Hamid, J. Meiler, J. A. Capra
Identifying digenic disease genes via machine learning in the Undiagnosed Diseases Network.
The American Journal of Human Genetics| 108, 10, 2021, October, 1946-1963 10.1016/j.ajhg.2021.08.010 .
P. Nardini, M. Chen, F. Samsel, R. Bujack, M. Böttinger, G. Scheuermann
The Making of Continuous Colormaps.
IEEE transactions on visualization and computer graphics | 27, 6, 2021, June, 3048-3063 Link.
P. Nardini, M. Chen, R. Bujack, M. Böttinger, G. Scheuermann
A Testing Environment for Continuous Colormaps.
IEEE Transactions on Visualization & Computer Graphics | 27, 2, 2021, February, 1043-1053 Link.
P. Nardini, M. Chen, M. Böttinger, G. Scheuermann, R. Bujack
Automatic Improvement of Continuous Colormaps in Euclidean Colorspaces.
Computer Graphics Forum| 40, 3, 2021, June, 361-373 10.1111/cgf.14313 Link.
Muhammad Kabiru Nataala, Anderson Paulo Avila Santos, Jonas Coelho Kasmanas, Peter F. Stadler et al.
MarineMetagenomeDB: a public repository for curated and standardized metadata for marine metagenomes.
2021 .
Mahmood Nazari, Andreas Kluge, Ivayla Apostolova, Susanne Klutmann, Sharok Kimiaei, Michael Schroeder, Ralph Buchert
Data-driven identification of diagnostically useful extrastriatal signal in dopamine transporter SPECT using explainable AI.
Scientific Reports | 11, 1, 2021, November, 1-13 10.1038/s41598-021-02385-x Link.
Mahmood Nazari, Andreas Kluge, Ivayla Apostolova, Susanne Klutmann, Sharok Kimiaei, Michael Schroeder, Ralph Buchert.
Explainable AI to improve acceptance of convolutional neuronal networks for automatic classification of dopamine transporter SPECT in the diagnosis of clinically uncertain parkinsonian syndromes.
European Journal of Nuclear Medicine and Molecular Imaging| 2021, October, 1-11 10.1007/s00259-021-05569-9 Link.
Mahmood Nazari, Luis David Jimenez-Franco, Michael Schroeder, Andreas Kluge, Marcus Bronzel, Sharok Kimiaei.
Automated and robust organ segmentation for 3D based internal dose calculation.
European Journal of Nuclear Medicine and Molecular Imaging| 11, 1, 2021, June, 1-13 10.1186/s13550-021-00796-5 Link.
J. Neumann, B. Adelberg, J. Riedel
Die Bildungsbiografie in der Blockchain – das Vorhaben MyEduLife..
T. Köhler, E. Schoop, N. Kahnwald & R. Sonntag (eds), Gemeinschaften in Neuen Medien. Digitale Partizipation in hybriden Realitäten und Gemeinschaften. 24. Workshop GeNeMe’21. Gemeinschaften in Neuen Medien. Dresden: TUDpress| 2021, October, 275-280 10.25368/2022.7 Link.
Anna-Maria Nitsche, Markus Burger, Julia C. Arlinghaus, Christian-Andreas Schumann, Bogdan Franczyk
Smarter Relationships? The Present and Future Scope of AI Application in Buyer-Supplier Relationships.
Mes M., Lalla-Ruiz E., Voß S. (eds) Computational Logistics. ICCL 2021. Lecture Notes in Computer Science. Springer, Cham| 13004, 2021, September, 237-251 10.1007/978-3-030-87672-2_16 .
Anna-Maria Nitsche, Christian-Andreas Schumann, Bogdan Franczyk, Kevin Reuther
Artificial Intelligence Inspired Supply Chain Collaboration: A Design-Science Research and System Dynamics Approach.
2021 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC)| 2021, June, 1-9 10.1109/ICE/ITMC52061.2021.9570266 Link.
A. Nunn, C. Otto, P. F. Stadler, D. Langenberger
Comprehensive benchmarking of software for mapping whole genome bisulte data: from read alignment to DNA methylation analysis.
Briefings in bioinformatics| 22, 5, 2021, February, bbab021 10.1093/bib/bbab021 Link.
Obraczka, Daniel; Rahm, Erhard
An Evaluation of Hubness Reduction Methods for En- tity Alignment with Knowledge Graph Embeddings.
13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management | Volume 2, 2021, 28-39 10.5220/0010646400003064 .
Daniel Obraczka, Jonathan Schuchart, Erhard Rahm
EAGER: Embedding-Assisted Entity Resolution for Knowledge Graphs.
2nd International Workshop on Knowledge Graph Construction co-located with 18th Extended Semantic Web Conference (ESWC 2021)| 2021, 06 10.48550/arXiv.2101.06126 Link.
Daniel Obraczka, Erhard Rahm
An Evaluation of Hubness Reduction Methods for Entity Alignment with Knowledge Graph Embeddings.
Proc. 13th Int. Conf. on Knowledge Discovery, Knowledge Engineering and Knowledge Management (KEOD), | 2021 10.5220/0010646400003064 .
Ostap Okhrin, Simon Trimborn, Martin Waltz
gofCopula: Goodness-of-Fit Tests for Copulae.
SSRN| 2021, April Link.
Vanessa Olzog, Christiane Gärtner, Peter F. Stadler, Jörg Fallmann, Christina E. Weinberg-Lünse.
SCRibo-seq: A genome-scale RNA-seq method to detect active self-splicing ribozyme.
RNA Biol.| 18, 2021, 818–831 10.1080/15476286.2021.1999105 Link.
Heinz Pampel, Lea Maria Ferguson, Reinhard Messerschmidt, Katja Faensen
Indikatoren für Open Science: Report des Helmholtz Open Science Forum.
Diskussionspapier des Helmholtz Open Science Office | 2021 10.2312/os.helmholtz.014 .
W. L. Perera, H. Messemer, C. Clados, M. Heinz
Processing History. Potentials of Transformers for 3D Reconstruction of Historical Objects with the Help of Artificial Intelligence..
T. Köhler, E. Schoop, N. Kahnwald & R. Sonntag (eds): Gemeinschaften in Neuen Medien. Digitale Partizipation in hybriden Realitäten und Gemeinschaften. 24. Workshop GeNeMe’21. Gemeinschaften in Neuen Medien. Dresden, 07.-08.10.2021. Dresden: TUDpress, S. 191-201.| 2021, 191-201 10.25368/2022.7 Link.
Britta Pester, Oliver Winke, Carolin Ligges, Raimund Dachselt, Stefan Gumhold
Immersive 3D Visualization of Multi-Modal Brain Connectivity.
EuroVis Workshop on Visual Analytics (EuroVA) (Katerina Vrotsou, Jürgen Bernard, eds.), The Eurographics Association| 2021 https://doi.org/10.2312/eurova.20211091 .
Tobias Pietzsch, Lorenzo Duso, Christoph Zechner
Compartor: A toolbox for the automatic generation of moment equations for dynamic compartment populations.
Bioinformatics, Art. No. btab058| 2021 10.1093/bioinformatics/btab058 .
Christian Pilato, Stanislav Bohm, Fabien Brocheton, Jeronimo Castrillon, Riccardo Cevasco, et al.
EVEREST: A design environment for extreme-scale big data analytics on heterogeneous platforms.
Proceedings of the 2021 Design, Automation and Test in Eu- rope Conference (DATE), DATE’21. Virtual Conference| 2021, February 10.23919/DATE51398.2021.9473940 .
Birte Platow
Selbstwahrnehmung und Ich-Konstruktion im Angesicht von Künstlicher Intelligenz.
Digitalisierung – Theologische und ethische Analysen| 2021 .
Birte Platow
Digitalisierung/Big Data/Künstliche Intelligenz.
Ethische Kernthemen (Theologie für Lehrerinnen und Lehrer)| 2, 2021 .
Birte Platow
Zur Zukunft digitalisierter Bildung aus evangelischer Sicht.
ET Studies. Journal of European Societies for Catholic Theology| 2, 2021, 08 .
Birte Platow
Digitalisierung/Big Data/KI.
Rothgangel, Martin / Simojoki, Henrik / Körtner, Ulrich (Hg.) (2021): Ethische Kernthemen (Theologie für Lehrerinnen und Lehrer, Bd. 2). Göttingen| 2021, 85-95 .
Martin Potthast, Sebastian Günther, Janek Bevendorff, Jan Philipp Bittner, Alexander Bondarenko, Maik Fröbe, Christian Kahmann, Andreas Niekler, Michael Völske, Benno Stein, Matthias Hagen
The Information Retrieval Anthology.
44th International ACM Conference on Research and Development in Information Retrieval (SIGIR 2021)| 2021, July, 2550–2555 10.1145/3404835.3462798 Link.
Martin Potthast, Benno Stein, Matthias Hagen
The Information Retrieval Anthology 2021: Inaugural Status Report and Challenges Ahead.
ACM SIGIR Forum| 55, 1, 2021, June, 1-18 10.1145/3476415.3476417 Link.
Raphael Patrick Prager, Moritz Vinzent Seiler, Heike Trautmann, Pascal Kerschke
Towards Feature-Free Automated Algorithm Selection for Single-Objective Continuous Black-Box Optimization.
2021 IEEE Symposium Series on Computational Intelligence (SSCI 2021), IEEE. | 2021 10.1109/SSCI50451.2021.9660174 .
Jan Heinrich Reimer, Thi Kim Hanh Luu, Max Henze, Yamen Ajjour
Modern Talking in Key Point Analysis: Key Point Matching using Pretrained Encoders.
Proceedings of the 8th Workshop on Argument Mining| 2021, November, 175-183 10.18653/v1/2021.argmining-1.18 Link.
Arang Rhie, Shane A. McCarthy, Olivier Fedrigo, Olivier [...] Martin Pippel [...] et al.
Towards complete and error-free genome assemblies of all vertebrate species.
Nature| 592, 2021, 737–746 10.1038/s41586-021-03451-0 .
J. Riedel, J. Kleppsch
Wie bereit sind Studierende für die Nutzung von KI-Technologien?.
In: H. W. Wollersheim, M. Karapanos, N. Pengel (eds): Bildung in der digitalen Transformation. Waxmann, Münster: Waxmann| 2021, 283-292 Link.
J. Riedel, C. Ruhland, S. Schufmann, J. Zawidzki
Learning Analytics Dashboards – expectations of teachers and learners..
EDULearn2021 Proceedings. 13th annual International Conference on Education and New Learning Technologies| 2021, July, 7441-7450 10.21125/edulearn.2021.1508 .
Kimberly E. Roche, Sayan Mukherjee
The accuracy of absolute differential abundance analysis from relative count data.
Public Library of Science: Computational Biology| 2021, December 10.1101/2021.12.06.471397 Link.
Florens Rohde, Martin Franke, Ziad Sehili, Martin Lablans & Erhard Rahm
Optimization of the Mainzelliste software for fast privacy-preserving record linkage.
J Transl Med | 19, 33, 2021 10.1186/s12967-020-02678-1 .
Christopher Rost, Philip Fritzsche, Lucas Schons, Maximilian Zimmer, Dieter Gawlick, and Erhard Rahm
Bitemporal Property Graphs to Organize Evolving Systems.
arXiv preprint arXiv:2111.13499 | 2021 Link.
Christopher Rost, Kevin Gomez, Philip Fritzsche, Andreas Thor & Erhard Rahm
Exploration and Analysis of Temporal Property Graphs.
24th International Conference on Extending Database Technology (EDBT)| 2021, 03 Link.
Christopher Rost, Kevin Gomez, Matthias Täschner, Philip Fritzsche, Lucas Schons, Lukas Christ, Timo Adameit, Martin Junghanns, Erhard Rahm
Distributed temporal graph analytics with GRADOOP.
VLDB Journal| 2021 10.1007/s00778-021-00667-4 .
Alieh Saeedi, Lucie David, Erhard Rahm
Matching Entities from Multiple Sources with Hierarchical Agglomerative Clustering.
Proc. 13th Int. Conf. on Knowledge Discovery, Knowledge Engineering and Knowledge Management (KEOD), | 2021 Link.
Marc Satkowski, Weizhou Luo, Raimund Dachselt
A Visualization Authoring Model for Post-WIMP Interfaces.
Poster Program of the 2021 IEEE VIS Conference. VIS '21, Virtual Event. 2021.| 2021 .
Marc Satkowski, Weizhou Luo, Raimund Dachselt
Towards In-situ Authoring of AR Visualizations with Mobile Devices.
2021 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct). ISMAR '21, Bari, Italy. 2021. | 2021 10.1109/ISMAR-Adjunct54149.2021.00073 .
Marc Satkowski, Wolfgang Büschel, Raimund Dachselt
Experiences with User Studies in Augmented Reality.
arXiv preprint arXiv:2104.03795| 2021, April Link.
Marc Satkowski, Raimund Dachselt
Investigating the Impact of Real-World Environments on the Perception of 2D Visualizations in Augmented Reality.
CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems| 522, 2021, May, 1-15 10.1145/3411764.3445330 .
David Schaller, Marc Hellmuth, Peter F. Stadler
A linear-time algorithm for the common refinement of rooted phylogenetic trees on a common leaf set.
Alg. Mol. Biol.| 16:23, 2021 Link.
Lennart Schäpermeier, Christian Grimme, Pascal Kerschke
To Boldly Show What No One Has Seen Before: A Dashboard for Visualizing Multi-objective Landscapes.
Proceedings of the 11th International Conference on Evolutionary Multi-Criterion Optimization (EMO)| 2021, 632--644 10.1007/978-3-030-72062-9_50 .
Dmitrij Schlesinger, Alexander Shekhovtsov, Boris Flach
VAE Approximation Error: ELBO and Conditional Independence.
CoRR| abs/2102.09310, 2021 Link.
Marion Schmidt, Wolfgang Kircheis, Arno Simons, Martin Potthast, Benno Stein
Does Wikipedia Cover the Relevant Literature on Major Innovations Timely? An Exploratory Case Study of CRISPR/Cas9.
18th International Conference on Scientometrics & Informetrics (ISSI 2021)| 2021, May, 1021–1026 Link.
S. Schmitz, M. Ertelt, R. Merkl, J. Meiler
Rosetta design with co-evolutionary information retains protein function..
PLoS computational biology, 17(1), e1008568.| 17, 1, 2021, January, e1008568 10.1371/journal.pcbi.1008568 .
Veronika Scholz, Peter Winkler, Andreas Hornig, Maik Gude & Angelos Filippatos
Structural Damage Identification of Composite Rotors Based on Fully Connected Neural Networks and Convolutional Neural Networks.
Sensors| 21, 6, 2021 10.3390/s21062005 Link.
Christopher Schröder, Andreas Niekler, Martin Potthast
Uncertainty-based Query Strategies for Active Learning with Transformers.
arXiv preprint arXiv:2107.05687| 2021, July Link.
Christopher Schröder, Lydia Müller, Andreas Niekler, Martin Potthast
Small-text: Active Learning for Text Classification in Python.
arXiv preprint arXiv:2107.10314| 2021, July Link.
Stefan J. Schunk, Marcus E. Kleber, Winfried März, Shichao Pang, Stephen Zewinger, Sarah Triem et al.
Genetically determined NLRP3 inflammasome activation associates with systemic inflammation and cardiovascular mortality.
European Heart Journal| 42, 18, 2021, 1742–1756 10.1093/eurheartj/ehab107 .
Carsten R. Seemann, Vincent Moulton, Peter F. Stadler, Marc Hellmuth
Planar Median Graphs and Cubesquare-Graphs.
arXiv math.CO/2110.09346| 2021 Link.
Ziad Sehili, Florens Rohde, Martin Franke, Erhard Rahm
Multi-Party Privacy Preserving Record Linkage in Dynamic Metric Space..
Proc. 19th BTW Conf., | 2021 .
Adam Siemieniuk, Lorenzo Chelini, Asif Ali Khan, Jeronimo Castrillon, Andi Drebe et al.
OCC: An Automated End-to-End Machine Learning Optimizing Compiler for Computing- In-Memory.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) | 2021, July 10.1109/TCAD.2021.3101464 .
Peter Steinbach, Heidi Seibold, Oliver Guhr
Teaching Machine Learning in 2020.
Proceedings of the first Teaching Machine Learning and Artificial Intelligence Workshop at ECML-PKDD 2020, 14.09.2020, virtuell, virtuell Volume 141: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases| 2021 Link.
Julian Striegl, David Gollasch, Claudia Loitsch, Gerhard Weber
Designing VUIs for Social Assistance Robots for People with Dementia.
Mensch und Computer 2021| 2021, September, 145-155 10.1145/3473856.3473887 .
Langxuan Su, Sayan Mukherjee
A Large Deviation Approach to Posterior Consistency in Dynamical Systems.
arXiv:2106.06894| 2021, June 10.48550/arXiv.2106.06894 Link.
Shahbaz Syed, Khalid Al-Khatib, Milad Alshomary, Henning Wachsmuth, Martin Potthast
Generating Informative Conclusions for Argumentative Texts.
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021)| 2021, 08 10.18653/v1/2021.findings-acl.306 Link.
Shahbaz Syed, Tariq Yousef, Khalid Al-Khatib, Stefan Jänicke, Martin Potthast
SUMMARY EXPLORER: Visualizing the State of the Art in Text Summarization.
arXiv preprint arXiv:2108.01879| 2021, September Link.
Efthymia Tsamoura, David Carral, Enrico Malizia, Jacopo Urbani
Materializing Knowledge Bases via Trigger Graphs.
Proceedings of the VLDB Endowment| 14, 6, 2021, 943--956 10.48550/arXiv.2102.02753 Link.
Markus Ulbricht, Johannes P. Wallner
Strong Explanations in Abstract Argumentation.
Proceedings of the 35th AAAI Conference on Artificial Intelligence| 35, 7, 2021, April, 6496-6504 Link.
Markus Ulbricht
On the Maximal Number of Complete Extensions in Abstract Argumentation Frameworks.
Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning (KR'21)| 2021, November https://doi.org/10.24963/kr.2021/74 .
Markus Ulbricht
On the Relationship of Modularity Notions in Abstract Argumentation.
Proceedings of the 19th edition of the International Workshop on Non-Monotonic Reasoning (NMR'21)| 2021, November .
Pertti Vakkari, Michael Völske, Martin Potthast, Matthias Hagen, and Benno Stein
Predicting Essay Quality from Search and Writing Behavior.
Journal of the Association for Information Science and Technology| 72, 7, 2021, January, 839-852 10.1002/asi.24451 Link.
Miguel Velez, Pooyan Jamshidi, Norbert Siegmund, Sven Apel, Christian Kästner
White-Box Analysis over Machine Learning: Modeling Performance of Configurable Systems.
Proceedings of the International Conference on Software Engineering (ICSE)| 2021, May, 1072–1084 10.1109/ICSE43902.2021.00100 .
D. Vietinghoff, C. Heine, M. Böttinger, N. Maher, J. Jungclaus, G. Scheuermann
Visual analysis of spatio-temporal trends in time-dependent ensemble data sets on the example of the north atlantic oscillation.
2021 IEEE 14th Pacific Visualization Symposium (PacificVis)| 2021, April, 71-80 10.1109/PacificVis52677.2021.00017 Link.
D. Vietinghoff, C. Heine, M. Böttinger, G. Scheuermann
An Extension of Empirical Orthogonal Functions for the Analysis of Time-Dependent 2D Scalar Field Ensembles.
2021 IEEE 14th Pacific Visualization Symposium (PacificVis)| 2021, April, 46-50 10.1109/PacificVis52677.2021.00014 Link.
K. Voigt, M. Zhang, K. Ramakrishna, A. Amouretti, K. Appel, E. Brambrink, V. Cerantola, D. Chekrygina, T. Döppner, R. W. Falcone, K. Falk1, L. B. Fletcher, D. O. Gericke, S. Göde, M. Harmand, N. J. Hartley, S. P. Hau-Riege, L. G. Huang, O. S. Humphries, M. Lokamani, M. Makita, A. Pelka, C. Prescher, A. K. Schuster, M. Šmíd, T. Toncian, J. Vorberger, U. Zastrau, T. R. Preston, D. Kraus
Demonstration of an x-ray Raman spectroscopy setup to study warm dense carbon at the high energy density instrument of European XFEL.
Physics of Plasmas| 28, 8, 2021, August, 082701 10.1063/5.0048150 Link.
Michael Völske, Janek Bevendorff, Johannes Kiesel, Benno Stein, Maik Fröbe, Matthias Hagen, Martin Potthast
Web Archive Analytics.
50. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2020| P-307, 2021, July, 61-72 10.18420/inf2020_05 Link.
Johannes Waschke, Mario Hlawitschka, Kerim Anlas, Vikas Trivedi, Ingo Roeder, Jan Huisken, Nico Scherf
linus: Conveniently explore, share, and present large-scale biological trajectory data in a web browser.
PLOS Computational Biology| 17: e1009503, 2021, November 10.1371/journal.pcbi.1009503 .
Max Weber, Sven Apel, and Norbert Siegmund
White-Box Performance-Influence Models: A Profiling and Learning Approach.
Proceedings of the International Conference on Software Engineering (ICSE)| 2021, 05, 1059--1071 10.48550/arXiv.2102.06395 Link.
Elias Werner, Lalith Manjunath, Jan Frenzel, Sunna Torge
Bridging between Data Science and Performance Analysis: Tracing of Jupyter Notebooks.
The First International Conference on AI-ML-Systems | 2021, October, 1-7 10.1145/3486001.3486249 Link.
Matti Wiegmann, Jens Kersten, Hansi Senaratne, Martin Potthast, Friederike Klan, Benno Stein
Opportunities and Risks of Disaster Data from Social Media: A Systematic Review of Incident Information.
Natural Hazards and Earth System Sciences| 21, 5, 2021, April, 1431-1444 10.5194/nhess-21-1431-2021 .
Moritz Wilke, Erhard Rahm
Towards Multi-modal Entity Resolution for Product Matching.
GI-Workshop on Foundations of Databases / Grundlagen von Datenbanken (GVDB 21)| 2021, 05 Link.
Anna Willmann, Patrick Stiller, Alexander Debus, Arie Irman, Richard Pausch, Yen-Yu Chang, Michael Bussmann, Nico Hoffmann
Data-Driven Shadowgraph Simulation of a 3D Object.
arXiv preprint arXiv:2106.00317| 2021 Link.
P. Winkler, N. Koch, A. Hornig, J. Gerritzen
OmniOpt – A Tool for Hyperparameter Optimization on HPC.
H. Jagode, H. Anzt, H. Ltaief, P. Luszczek (eds) High Performance Computing. ISC High Performance 2021. Lecture Notes in Computer Science. Springer, Cham. | 12761, 2021, November, 285-296 10.1007/978-3-030-90539-2_19 Link.
Dirk Alexander Wittekind, Markus Scholz, Jürgen Kratzsch, Markus Löffler, Katrin Horn, Holger Kirsten, Veronica Witte, Arno Villringer, Michael Kluge
Genome-wide association and transcriptome analysis suggests total serum ghrelin to be linked with GFRAL.
European Journal of Endocrinology| 184, 6, 2021, May, 847–856 10.1530/EJE-20-1220 .
David Wolpert, Michael Price, Stefani A. Crabtree, Timothy A. Kohler, Jürgen Jost, Jamees A. Evans, Peter F. Stadler, Hajime Shimao, Manfred Laubichler
The past as a stochastics process.
2021 Link.
Lucas Woltmann, Dominik Olwig, Claudio Hartmann, Dirk Habich, Wolfgang Lehner
PostCENN: PostgreSQL with Machine Learning Models for Cardinality Estimation.
47th International Conference on Very Large Data Bases (VLDB)| 2021 10.14778/3476311.3476327 Link.
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, 4, 2021, February, 955-972 10.1111/mec.15774 .
Yexin Yan et al.
Comparing Loihi with a SpiNNaker 2 Prototype on Low-Latency Keyword Spotting and Adaptive Robotic Control.
Neuromorphic Computing and Engineering| 2021 Link.
Chentao Yang, Yang Zhou, Stephanie Marcus [...] Martin Pippel [...] et al.
Evolutionary and biomedical insights from a marmoset diploid genome assembly.
Nature| 2021, 04 10.1038/s41586-021-03535-x .
Xiaoyu Yin, Dagmar Gromann, Sebastian Rudolph
Neural machine translating from natural language to SPARQL.
Future Gener. Comput. Syst.| 117, 2021, 510--519 10.1016/j.future.2020.12.013 Link.
Eva Zangerle, Maximilian Mayerl, Martin Potthast, Benno Stein
Overview of the Style Change Detection Task at PAN 2021.
Working Notes Papers of the CLEF 2021 Evaluation Labs| 2936, 2021, September Link.