Publications

Franz Baader, Pavlos Marantidis, Antoine Mottet, und Alexander Okhotin. Extensions of unification modulo ACUI. Math. Struct. Comput. Sci., (30)6:597--626, Cambridge University Press (CUP), Juni 2020.

Christian Kaltenecker, Alexander Grebhahn, Norbert Siegmund, und Sven Apel. The interplay of sampling and machine learning for software performance prediction. IEEE Softw., (37)4:58--66, Institute of Electrical and Electronics Engineers (IEEE), Juli 2020.

Jason Armitage, Shramana Thakur, Rishi Tripathi, Jens Lehmann, und Maria Maleshkova. Training Multimodal Systems for Classification with Multiple Objectives. arXiv, 2020.

Marc Satkowski, Wolfgang Büschel, und Raimund Dachselt. Experiences with user studies in augmented reality. arXiv, 2021.

Dina Vojinovic, Hieab H Adams, Xueqiu Jian, Qiong Yang, Albert Vernon Smith, Joshua C Bis, Alexander Teumer, Markus Scholz, Nicola J Armstrong, Edith Hofer, Yasaman Saba, Michelle Luciano, Manon Bernard, Stella Trompet, Jingyun Yang, Nathan A Gillespie, Sven J van der Lee, Alexander Neumann, Shahzad Ahmad, Ole A Andreassen, David Ames, Najaf Amin, Konstantinos Arfanakis, Mark E Bastin, Diane M Becker, Alexa S Beiser, Frauke Beyer, Henry Brodaty, R Nick Bryan, Robin Bülow, Anders M Dale, Philip L De Jager, Ian J Deary, Charles DeCarli, Debra A Fleischman, Rebecca F Gottesman, Jeroen van der Grond, Vilmundur Gudnason, Tamara B Harris, Georg Homuth, David S Knopman, John B Kwok, Cora E Lewis, Shuo Li, Markus Loeffler, Oscar L Lopez, Pauline Maillard, Hanan El Marroun, Karen A Mather, Thomas H Mosley, Ryan L Muetzel, Matthias Nauck, Paul A Nyquist, Matthew S Panizzon, Zdenka Pausova, Bruce M Psaty, Ken Rice, Jerome I Rotter, Natalie Royle, Claudia L Satizabal, Reinhold Schmidt, Peter R Schofield, Pamela J Schreiner, Stephen Sidney, David J Stott, Anbupalam Thalamuthu, Andre G Uitterlinden, Maria C Valdés Hernández, Meike W Vernooij, Wei Wen, Tonya White, A Veronica Witte, Katharina Wittfeld, Margaret J Wright, Lisa R Yanek, Henning Tiemeier, William S Kremen, David A Bennett, J Wouter Jukema, Tomas Paus, Joanna M Wardlaw, Helena Schmidt, Perminder S Sachdev, Arno Villringer, Hans Jörgen Grabe, W T Longstreth, Cornelia M van Duijn, Lenore J Launer, Sudha Seshadri, M Arfan Ikram, und Myriam Fornage. Genome-wide association study of 23,500 individuals identifies 7 loci associated with brain ventricular volume. Nat. Commun., (9)1:3945, Springer Science and Business Media LLC, September 2018. [PUMA: topic_lifescience]

Erik Körner, Ahmad Dawar Hakimi, Gerhard Heyer, und Martin Potthast. Casting the Same Sentiment Classification Problem. Findings of the Association for Computational Linguistics: EMNLP 2021, Association for Computational Linguistics, 2021. URL

Gerhard Brewka. Nichtmonotones Schließen. In Günther Görz, Ute Schmid, und Tanya Braun (Hrsg.), Handbuch der Künstlichen Intelligenz, 6. Auflage, 189--226, De Gruyter, 2020. URL

Afshin Sadeghi, und Jens Lehmann. Linking physicians to medical research results via knowledge graph embeddings and Twitter. arXiv, 2019.

The semantic web: ESWC 2018 satellite events. In Aldo Gangemi, Anna Lisa Gentile, Andrea Giovanni Nuzzolese, Sebastian Rudolph, Maria Maleshkova, Heiko Paulheim, Jeff Z Pan, und Mehwish Alam (Hrsg.), Lecture notes in computer science, Springer International Publishing, Cham, Switzerland, August 2018.

Harsh Thakkar, Dharmen Punjani, Jens Lehmann, und Sören Auer. Killing two birds with one stone -- querying property graphs using SPARQL via GREMLINATOR. arXiv, 2018.

Philippe Krajsic, und Bogdan Franczyk. Attention-based anomaly detection in hospital process event data. 2021 8th International Conference on Soft Computing & Machine Intelligence (ISCMI), IEEE, November 2021.

Anna-Maria Nitsche, Markus Burger, Julia Arlinghaus, Christian-Andreas Schumann, und Bogdan Franczyk. Smarter relationships? The present and future scope of AI application in buyer-supplier relationships. Lecture Notes in Computer Science, 237--251, Springer International Publishing, Cham, 2021.

Alican Gulsevin, und Jens Meiler. Prediction of amphipathic helix-membrane interactions with Rosetta. PLoS Comput. Biol., (17)3:e1008818, Public Library of Science (PLoS), März 2021. [PUMA: topic_lifescience]

Martin Franke, Marcel Gladbach, Ziad Sehili, Florens Rohde, und Erhard Rahm. ScaDS research on scalable privacy-preserving record linkage. Datenbank Spektrum, (19)1:31--40, Springer Science and Business Media LLC, März 2019.

Johannes Frey, Fabian Götz, Marvin Hofer, und Sebastian Hellmann. Managing and Compiling Data Dependencies for Semantic Applications Using Databus Client. International Conference on Metadata and Semantics Research, 2021.

Felix Kreutz, Pascal Gerhards, Bernhard Vogginger, Klaus Knobloch, und Christian Georg Mayr. Applied spiking neural networks for radar-based gesture recognition. 2021 7th International Conference on Event-Based Control, Communication, and Signal Processing (EBCCSP), IEEE, Juni 2021.

Markus Krötzsch. Computing cores for existential rules with the standard chase and ASP. Proceedings of the Seventeenth International Conference on Principles of Knowledge Representation and Reasoning, International Joint Conferences on Artificial Intelligence Organization, California, Juli 2020.

Elvis Koci, Dana Kuban, Nico Luettig, Dominik Olwig, Maik Thiele, Julius Gonsior, Wolfgang Lehner, und Oscar Romero. Xlindy: Interactive recognition and information extraction in spreadsheets. Proceedings of the ACM Symposium on Document Engineering 2019, ACM, New York, NY, USA, September 2019.

Elvis Koci, Maik Thiele, Wolfgang Lehner, und Oscar Romero. Table recognition in spreadsheets via a graph representation. 2018 13th IAPR International Workshop on Document Analysis Systems (DAS), IEEE, April 2018.

Binyi Wu, Bernd Waschneck, und Christian Mayr. Squeeze-and-threshold based quantization for low-precision neural networks. Proceedings of the International Neural Networks Society, 232--243, Springer International Publishing, Cham, 2021.

Jan Heinrich Reimer, Thi Kim Hanh Luu, Max Henze, und Yamen Ajjour. Modern Talking in Key Point Analysis: Key Point Matching using Pretrained Encoders. Proceedings of the 8th Workshop on Argument Mining, Association for Computational Linguistics, 2021. [PUMA: topic_lifescience] URL

Philippe Jawinski, Holger Kirsten, Christian Sander, Janek Spada, Christine Ulke, Jue Huang, Ralph Burkhardt, Markus Scholz, Tilman Hensch, und Ulrich Hegerl. Human brain arousal in the resting state: a genome-wide association study. Mol. Psychiatry, (24)11:1599--1609, Springer Science and Business Media LLC, November 2019.

Nikolay Kolyada, Martin Potthast, und Benno Stein. Beyond Metadata: What Paper Authors Say About Corpora They Use. Findings, 2021.

Friedrich Bethke, Richard Pausch, Patrick Stiller, Alexander Debus, Michael Bussmann, und Nico Hoffmann. Invertible Surrogate Models: Joint surrogate modelling and reconstruction of Laser-Wakefield Acceleration by invertible neural networks. arXiv, 2021.

Thomas Kohler. Didactic modeling of a digital instrument for the perception, construction and evaluation of ethical perspectives in AI systems. 2021 10th International Congress on Advanced Applied Informatics (IIAI-AAI), IEEE, Juli 2021.

Carl Beuchel, Holger Kirsten, Uta Ceglarek, und Markus Scholz. Metabolite-Investigator: an integrated user-friendly workflow for metabolomics multi-study analysis. Bioinformatics, (37)15:2218--2220, Oxford University Press (OUP), August 2021.

Helene Hoffmann, Christoph Baldow, Thomas Zerjatke, Andrea Gottschalk, Sebastian Wagner, Elena Karg, Sebastian Niehaus, Ingo Roeder, Ingmar Glauche, und Nico Scherf. How to predict relapse in leukemia using time series data: A comparative in silico study. PLoS One, (16)11:e0256585, Public Library of Science (PLoS), November 2021.

Wei-Fan Chen, Shahbaz Syed, Benno Stein, Matthias Hagen, und Martin Potthast. Abstractive Snippet Generation. Proceedings of The Web Conference 2020, ACM, New York, NY, USA, April 2020.

Kuldeep Singh, Muhammad Saleem, Abhishek Nadgeri, Felix Conrads, Jeff Z Pan, Axel-Cyrille Ngonga Ngomo, und Jens Lehmann. QaldGen: Towards microbenchmarking of question answering systems over knowledge graphs. Lecture Notes in Computer Science, 277--292, Springer International Publishing, Cham, 2019.

Isaiah Onando Mulang, Kuldeep Singh, Akhilesh Vyas, Saeedeh Shekarpour, Maria Esther Vidal, Jens Lehmann, und Soren Auer. Encoding knowledge graph entity aliases in attentive neural network for Wikidata Entity Linking. arXiv, 2019.

Diego Esteves, Aniketh Janardhan Reddy, Piyush Chawla, und Jens Lehmann. Belittling the Source: Trustworthiness Indicators to Obfuscate Fake News on the Web. Proceedings of the First Workshop on Fact Extraction and VERification (FEVER), 50--59, Association for Computational Linguistics, Brussels, Belgium, November 2018. URL

Johannes Kiesel, Lars Meyer, Martin Potthast, und Benno Stein. Meta-information in conversational search. ACM Trans. Inf. Syst., (39)4:1--44, Association for Computing Machinery (ACM), Oktober 2021. [PUMA: topic_lifescience]

Martin Max Röhling, Martin Grimmer, Dennis Kreußel, Jörn Hoffmann, und Bogdan Franczyk. Standardized container virtualization approach for collecting host intrusion detection data. Proceedings of the 2019 Federated Conference on Computer Science and Information Systems, IEEE, September 2019.

Jan Ewald, Flora Rivieccio, Lukás Radosa, Stefan Schuster, Axel A Brakhage, und Christoph Kaleta. Dynamic optimization reveals alveolar epithelial cells as key mediators of host defense in invasive aspergillosis. PLoS Comput. Biol., (17)12:e1009645, Public Library of Science (PLoS), Dezember 2021.

Shimaa Ibrahim, Said Fathalla, Hamed Shariat Yazdi, Jens Lehmann, und Hajira Jabeen. OECM: A cross-lingual approach for ontology enrichment. The Semantic Web: ESWC 2019 Satellite Events, 100--104, Springer International Publishing, Cham, 2019.

Manuel Bodirsky, Simon Knäuer, und Sebastian Rudolph. Datalog-expressibility for monadic and Guarded Second-order Logic. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Juli 2021.

Anisa Rula, Matteo Palmonari, Simone Rubinacci, Axel-Cyrille Ngonga Ngomo, Jens Lehmann, Andrea Maurino, und Diego Esteves. TISCO: Temporal scoping of facts. Web Semant., (54):72--86, Elsevier BV, Januar 2019.

Walter de Back, Sebastian Seurig, Sebastian Wagner, Birgit Marré, Ingo Roeder, und Nico Scherf. Forensic age estimation with Bayesian convolutional neural networks based on panoramic dental X-ray imaging. 2019. URL

Christian Grimme, Pascal Kerschke, und Heike Trautmann. Multimodality in multi-objective optimization -- more boon than bane?. Lecture Notes in Computer Science, 126--138, Springer International Publishing, Cham, 2019.

Shimaa Ibrahim, Said Fathalla, Hamed Shariat Yazdi, Jens Lehmann, und Hajira Jabeen. From monolingual to multilingual ontologies: The role of cross-lingual ontology enrichment. Lecture Notes in Computer Science, 215--230, Springer International Publishing, Cham, 2019.

Birte Platow. Selbstwahrnehmung und Ich-Konstruktion im Angesicht von Künstlicher Intelligenz. Digitalisierung aus theologischer und ethischer Perspektive, 105--124, 2021.

E-science. In Claudia Koschtial, Thomas Koehler, und Carsten Felden (Hrsg.), Progress in IS, Springer Nature, Cham, Switzerland, März 2021.

Stefan Lerm, Alieh Saeedi, und Erhard Rahm. Extended Affinity Propagation clustering for Multi-source entity resolution. Gesellschaft für Informatik, Bonn, 2021.

Sarah Alice Gaggl, Sebastian Rudolph, und Hannes Straß. On the decomposition of abstract dialectical frameworks and the complexity of naive-based semantics. J. Artif. Intell. Res., (70):1--64, AI Access Foundation, Januar 2021.

Vivek Nair, Zhe Yu, Tim Menzies, Norbert Siegmund, und Sven Apel. Finding faster configurations using FLASH. IEEE Trans. Softw. Eng., (46)7:794--811, Institute of Electrical and Electronics Engineers (IEEE), Juli 2020.

Fabian Gärtner, und Peter F Stadler. Direct superbubble detection. Algorithms, (12)4:81, MDPI AG, April 2019.

Sebastian Starke, Stefan Leger, Alex Zwanenburg, Karoline Leger, Fabian Lohaus, Annett Linge, Andreas Schreiber, Goda Kalinauskaite, Inge Tinhofer, Nika Guberina, Maja Guberina, Panagiotis Balermpas, Jens von der Grün, Ute Ganswindt, Claus Belka, Jan C Peeken, Stephanie E Combs, Simon Boeke, Daniel Zips, Christian Richter, Esther G C Troost, Mechthild Krause, Michael Baumann, und Steffen Löck. 2D and 3D convolutional neural networks for outcome modelling of locally advanced head and neck squamous cell carcinoma. Sci. Rep., (10)1:15625, Springer Science and Business Media LLC, September 2020.

Markus Ulbricht, Matthias Thimm, und Gerhard Brewka. Measuring strong inconsistency. Proc. Conf. AAAI Artif. Intell., (32)1Association for the Advancement of Artificial Intelligence (AAAI), April 2018.

David Carral, Markus Krötzsch, Maximilian Marx, Ana Ozaki, und Sebastian Rudolph. Preserving Constraints with the Stable Chase. In Benny Kimelfeld, und Yael Amsterdamer (Hrsg.), 21st International Conference on Database Theory (ICDT 2018), (98):12:1--12:19, Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, Dagstuhl, Germany, 2018. URL

Pascal Nardini, Min Chen, Michael Böttinger, Gerik Scheuermann, und Roxana Bujack. Automatic improvement of continuous colormaps in euclidean colorspaces. Comput. Graph. Forum, (40)3:361--373, Wiley, Juni 2021.