Publications

Wolfgang Dvorák, Markus Ulbricht, and Stefan Woltran. Recursion in abstract argumentation is hard --- on the complexity of semantics based on weak admissibility. J. Artif. Intell. Res., (74):1403--1447, AI Access Foundation, July 2022.

Teja Kattenborn, Ronny Richter, Claudia Guimarães-Steinicke, Hannes Feilhauer, and Christian Wirth. AngleCam : Predicting the temporal variation of leaf angle distributions from image series with deep learning. Methods Ecol. Evol., (13)11:2531--2545, Wiley, November 2022.

Debayan Banerjee, Debanjan Chaudhuri, Mohnish Dubey, and Jens Lehmann. PNEL: Pointer network based end-to-end entity linking over knowledge graphs. Lecture Notes in Computer Science, 21--38, Springer International Publishing, Cham, 2020.

Elias Werner. Towards Highly Performant Context Awareness in the Internet of Things. Distributed Computing and Artificial Intelligence, Special Sessions, 19th International Conference, 165--170, 2023.

Nico Hoffmann, Uwe Petersohn, Gabriele Schackert, Edmund Koch, Stefan Gumhold, and Matthias Kirsch. Fast Mapping of the Eloquent Cortex by Learning L2 Penalties. In Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, and Gabor Fichtinger (Eds.), Medical Image Computing and Computer Assisted Intervention -- MICCAI 2018, 341--348, Springer International Publishing, Cham, 2018.

Daniel Obraczka, and Erhard Rahm. An evaluation of hubness reduction methods for entity alignment with knowledge graph embeddings. Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, SCITEPRESS - Science and Technology Publications, 2021.

Alexander Shekhovtsov, Dmitrij Schlesinger, and Boris Flach. VAE approximation error: ELBO and exponential families. arXiv, 2021.

Gezim Sejdiu, Ivan Ermilov, Jens Lehmann, and Mohamed Nadjib Mami. DistLODStats: Distributed Computation of RDF Dataset Statistics. Lecture Notes in Computer Science, 206--222, Springer International Publishing, Cham, 2018.

Fathoni A Musyaffa, Maria-Esther Vidal, Fabrizio Orlandi, Jens Lehmann, and Hajira Jabeen. IOTA: Interlinking of heterogeneous multilingual open fiscal DaTA. Expert Syst. Appl., (147)113135:113135, Elsevier BV, June 2020.

Gerhard Brewka, Stefan Ellmauthaler, Gabriele Kern-Isberner, Philipp Obermeier, Max Ostrowski, Javier Romero, Torsten Schaub, and Steffen Schieweck. Advanced solving technology for dynamic and reactive applications. KI - Künstl. Intell., (32)2-3:199--200, Springer Science and Business Media LLC, August 2018.

Eva Zangerle, Michael Tschuggnall, Günther Specht, Benno Stein, and Martin Potthast. Overview of the Style Change Detection Task at PAN 2020. Conference and Labs of the Evaluation Forum, 2019.

Jakob Bossek, Pascal Kerschke, and Heike Trautmann. Anytime behavior of inexact TSP solvers and perspectives for automated algorithm selection. 2020 IEEE Congress on Evolutionary Computation (CEC), IEEE, July 2020.

Sebastian Rudolph, and Mantas Simkus. The triguarded fragment of first-order logic. EasyChair, 2018.

Marianne Maktabi, Mariia Tkachenko, Hannes Kohler, Katrin Schierle, Ines Gockel, Boris Jansen-Winkeln, and Claire Chalopin. Using physiological parameters measured by hyperspectral imaging to detect colorectal cancer. 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), IEEE, November 2021.

Tayeb Abderrahmani Ghor, Esha Agrawal, Mehwish Alam, Omar Alqawasmeh, Claudia D'amato, Amina Annane, Amr Azzam, Andrew Berezovskyi, Russa Biswas, Mathias Bonduel, Quentin Brabant, Cristina-Iulia Bucur, Elena Camossi, Valentina Anita Carriero, Shruthi Chari, David Chaves Fraga, Fiorela Ciroku, Michael Cochez, Hubert Curien, Vincenzo Cutrona, Rahma Dandan, Danilo Dess, Valerio Di Carlo, Ahmed El Amine Djebri, Marieke Van Erp, Faiq Miftakhul Falakh, Alba Fernndez Izquierdo, Giuseppe Futia, Aldo Gangemi, Simone Gasperoni, Arnaud Grall, Lars Heling, Pierre Henri, Noura Herradi, Subhi Issa, Samaneh Jozashoori, Nyoman Juniarta, Lucie-Aime Kaffee, Ilkcan Keles, Prashant Khare, Viktor Kovtun, Valentina Leone, Siying Li, Sven Lieber, Pasquale Lisena, Tatiana Makhalova, Ludovica Marinucci, Thomas Minier, Benjamin Moreau, Alberto Moya Loustaunau, Durgesh Nandini, Sylwia Ozdowska, Amanda Pacini De Moura, Swati Padhee, Guillermo Palma, Pedro Del Pozo Jimnez, Valentina Presutti, Roberto Reda, Ettore Rizza, Henry Rosales mndez, Sebastian Rudolph, Harald Sack, Luca Sciullo, Humasak Simanjuntak, Carlo Stomeo, Thiviyan Thanapalasingam, Tabea Tietz, Dalia Varanka, Maria-Esther Vidal, Michael Wolowyk, and Maximilian Zocholl. Linked Open Data validity -- A technical report from ISWS 2018. arXiv, 2019.

Jacopo Urbani, Markus Krötzsch, and Thomas Eiter. Chasing Streams with Existential Rules. Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning, 415--419, August 2022. [PUMA: topic_lifescience] URL

Aryaman Gupta, Ulrik Günther, Pietro Incardona, Ata Deniz Aydin, Raimund Dachselt, Stefan Gumhold, and Ivo F. Sbalzarini. A Proposed Framework for Interactive Virtual Reality In Situ Visualization of Parallel Numerical Simulations. 2019 IEEE 9th Symposium on Large Data Analysis and Visualization (LDAV), 95-96, 2019.

Patrick Gralka, Sebastian Grottel, Joachim Staib, Karsten Schatz, Grzegorz K Karch, Manuel Hirschler, Michael Krone, Guido Reina, Stefan Gumhold, and Thomas Ertl. 2016 IEEE scientific visualization contest winner: Visual and structural analysis of point-based simulation ensembles. IEEE Comput. Graph. Appl., (38)3:106--117, Institute of Electrical and Electronics Engineers (IEEE), May 2018.

Mirza Mohtashim Alam, Hajira Jabeen, Mehdi Ali, Karishma Mohiuddin, and Jens Lehmann. Affinity Dependent Negative Sampling for Knowledge Graph Embeddings. DL4KG@ESWC, 2020.

Nacira Abbas, Kholoud Alghamdi, Mortaza Alinam, Francesca Alloatti, Glenda Amaral, Claudia d'Amato, Luigi Asprino, Martin Beno, Felix Bensmann, Russa Biswas, Ling Cai, Riley Capshaw, Valentina Anita Carriero, Irene Celino, Amine Dadoun, Stefano De Giorgis, Harm Delva, John Domingue, Michel Dumontier, Vincent Emonet, Marieke van Erp, Paola Espinoza Arias, Omaima Fallatah, Sebastián Ferrada, Marc Gallofré Ocaña, Michalis Georgiou, Genet Asefa Gesese, Frances Gillis-Webber, Francesca Giovannetti, Mar\`ıa Granados Buey, Ismail Harrando, Ivan Heibi, Vitor Horta, Laurine Huber, Federico Igne, Mohamad Yaser Jaradeh, Neha Keshan, Aneta Koleva, Bilal Koteich, Kabul Kurniawan, Mengya Liu, Chuangtao Ma, Lientje Maas, Martin Mansfield, Fabio Mariani, Eleonora Marzi, Sepideh Mesbah, Maheshkumar Mistry, Alba Catalina Morales Tirado, Anna Nguyen, Viet Bach Nguyen, Allard Oelen, Valentina Pasqual, Heiko Paulheim, Axel Polleres, Margherita Porena, Jan Portisch, Valentina Presutti, Kader Pustu-Iren, Ariam Rivas Mendez, Soheil Roshankish, Sebastian Rudolph, Harald Sack, Ahmad Sakor, Jaime Salas, Thomas Schleider, Meilin Shi, Gianmarco Spinaci, Chang Sun, Tabea Tietz, Molka Tounsi Dhouib, Alessandro Umbrico, Wouter van den Berg, and Weiqin Xu. Knowledge Graphs evolution and preservation -- A technical report from ISWS 2019. arXiv, 2020. [PUMA: topic_lifescience]

Wolfgang Dvorák, Matthias König, Markus Ulbricht, and Stefan Woltran. Rediscovering argumentation principles utilizing Collective Attacks. arXiv, 2022.

S Maddu, D Sturm, B Cheeseman, C Müller, and I Sbalzarini. Learning Computable Models From Data. 14th WCCM-ECCOMAS Congress, CIMNE, 2021.

Johannes Waschke, Mario Hlawitschka, Kerim Anlas, Vikas Trivedi, Ingo Roeder, Jan Huisken, and Nico Scherf. linus: Conveniently explore, share, and present large-scale biological trajectory data in a web browser. PLoS Comput. Biol., (17)11:e1009503, Public Library of Science (PLoS), November 2021.

Denis Lukovnikov, Asja Fischer, and Jens Lehmann. Pretrained transformers for simple question answering over knowledge graphs. Lecture Notes in Computer Science, 470--486, Springer International Publishing, Cham, 2019.

Sarah J Berkemer, Christian Höner zu Siederdissen, and Peter F Stadler. Compositional properties of alignments. Math. Comput. Sci., (15)4:609--630, Springer Science and Business Media LLC, December 2021.

Fabian Gärtner, Felix Kühnl, Carsten R Seemann, Christian Höner Zu Siederdissen, Peter F Stadler, and The Students of the Graphs and Networks Computer Lab 2018/19. Superbubbles as an empirical characteristic of directed networks. Netw. Sci. (Camb. Univ. Press), (9)1:49--58, Cambridge University Press (CUP), March 2021.

Walpola Layantha Perera, Technische Universität Dresden, Center for Open Digital Innovation and Participation (CODIP),, Heike Messemer, Christiane Clados, Matthias Heinz, Technische Universität Dresden, Center for Open Digital Innovation and Participation (CODIP),, Philipps-Universität Marburg, Department of Social and Cultural Anthropology, and Technische Universität Dresden, Center for Open Digital Innovation and Participation (CODIP),. Processing history. Potentials of transformers for 3D reconstruction of historical objects with the help of artificial intelligence. Gemeinschaften in Neuen Medien. Digitale Partizipation in hybriden Realitäten und Gemeinschaften, Technische Universität Dresden, 2021.

Franz Baader, Patrick Koopmann, Francesco Kriegel, and Adrian Nuradiansyah. Computing Optimal Repairs of Quantified ABoxes w.r.t. Static $EL$ TBoxes. Automated Deduction -- CADE 28, 309--326, Springer International Publishing, Cham, 2021.

Carsten Lutz, and Leif Sabellek. A complete classification of the complexity and rewritability of ontology-mediated queries based on the description logic EL. Artif. Intell., (308)103709:103709, Elsevier BV, July 2022.

Susanne N Gröbner, ICGC PedBrain-Seq Project, Barbara C Worst, Joachim Weischenfeldt, Ivo Buchhalter, Kortine Kleinheinz, Vasilisa A Rudneva, Pascal D Johann, Gnana Prakash Balasubramanian, Maia Segura-Wang, Sebastian Brabetz, Sebastian Bender, Barbara Hutter, Dominik Sturm, Elke Pfaff, Daniel Hübschmann, Gideon Zipprich, Michael Heinold, Jürgen Eils, Christian Lawerenz, Serap Erkek, Sander Lambo, Sebastian Waszak, Claudia Blattmann, Arndt Borkhardt, Michaela Kuhlen, Angelika Eggert, Simone Fulda, Manfred Gessler, Jenny Wegert, Roland Kappler, Daniel Baumhoer, Stefan Burdach, Renate Kirschner-Schwabe, Udo Kontny, Andreas E Kulozik, Dietmar Lohmann, Simone Hettmer, Cornelia Eckert, Stefan Bielack, Michaela Nathrath, Charlotte Niemeyer, Günther H Richter, Johannes Schulte, Reiner Siebert, Frank Westermann, Jan J Molenaar, Gilles Vassal, Hendrik Witt, Birgit Burkhardt, Christian P Kratz, Olaf Witt, Cornelis M van Tilburg, Christof M Kramm, Gudrun Fleischhack, Uta Dirksen, Stefan Rutkowski, Michael Frühwald, Katja von Hoff, Stephan Wolf, Thomas Klingebiel, Ewa Koscielniak, Pablo Landgraf, Jan Koster, Adam C Resnick, Jinghui Zhang, Yanling Liu, Xin Zhou, Angela J Waanders, Danny A Zwijnenburg, Pichai Raman, Benedikt Brors, Ursula D Weber, Paul A Northcott, Kristian W Pajtler, Marcel Kool, Rosario M Piro, Jan O Korbel, Matthias Schlesner, Roland Eils, David T W Jones, Peter Lichter, Lukas Chavez, Marc Zapatka, Stefan M Pfister, and ICGC MMML-Seq Project. The landscape of genomic alterations across childhood cancers. Nature, (555)7696:321--327, Springer Science and Business Media LLC, March 2018. [PUMA: topic_lifescience]

Sabine Müller-Mall. Freiheit und Kalkül. Die Politik der Algorithmen. Reclam Verlag, 2020.

Christopher Rost, Andreas Thor, and Erhard Rahm. RostPaperBTW. Gesellschaft für Informatik, Bonn, 2019.

Bowen Song, Kossi Amouzouvi, Sahar Vahdati, and Jens Lehmann. Distinct Geometrical Representations for Temporal and Relational Structures in Knowledge Graphs. 2023.

Maja Schneider, Lukas Gehrke, Peter Christen, and Erhard Rahm. D-TOUR: Detour-based point of interest detection in privacy-sensitive trajectories. INFORMATIK 2022, Gesellschaft für Informatik, Bonn, 2022.

Jean Christoph Jung, Carsten Lutz, and Jerzy Marcinkowski. Conservative extensions for existential rules. arXiv, 2022.

Pelin Aspar, Vera Steinhoff, Lennart Schäpermeier, Pascal Kerschke, Heike Trautmann, and Christian Grimme. The objective that freed me: a multi-objective local search approach for continuous single-objective optimization. Nat. Comput., Springer Science and Business Media LLC, September 2022.

Franz Baader, and Filippo De Bortoli. On the expressive power of description logics with cardinality constraints on finite and infinite sets. Frontiers of Combining Systems, 203--219, Springer International Publishing, Cham, 2019.

Pascal Kerschke, and Christian Grimme. Lifting the multimodality-fog in continuous multi-objective optimization. Natural Computing Series, 89--111, Springer International Publishing, Cham, 2021.

David Schaller, Manuela Geiß, Peter F. Stadler, and Marc Hellmuth. Complete Characterization of Incorrect Orthology Assignments in Best Match Graphs. J. Math. Biol., (82):20, 2021.

Gerhard Brewka, Jörg Pührer, Hannes Strass, Johannes P Wallner, and Stefan Woltran. Weighted abstract Dialectical Frameworks: Extended and revised report. arXiv, 2018.

Fariz Darari, Sebastian Rudolph, Simon Razniewski, and Werner Nutt. Completeness and soundness guarantees for conjunctive SPARQL queries over RDF data sources with completeness statements. Semantic Web, (11)3:441--482, 2020.

Milad Alshomary, Timon Gurcke, Shahbaz Syed, Philipp Heinrich, Maximilian Spliethöver, Philipp Cimiano, Martin Potthast, and Henning Wachsmuth. Key Point Analysis via Contrastive Learning and Extractive Argument Summarization. arXiv, 2021.

Maximilian Lange, Hannes Feilhauer, Ingolf Kühn, and Daniel Doktor. Mapping land-use intensity of grasslands in Germany with machine learning and Sentinel-2 time series. Remote Sens. Environ., (277)112888:112888, Elsevier BV, August 2022.

Anita Behme, and Apostolos Sideris. Markov-modulated generalized Ornstein-Uhlenbeck processes and an application in risk theory. Bernoulli (Andover.), (28)2Bernoulli Society for Mathematical Statistics and Probability, May 2022.

Sarah Alaghbari, Annett Mitschick, Gregor Blichmann, Martin Voigt, and Raimund Dachselt. A user-centered approach to gamify the manual creation of training data for machine learning. I-Com, (20)1:33--48, Walter de Gruyter GmbH, April 2021.

Mehdi Ali, Charles Tapley Hoyt, Daniel Domingo-Fernández, Jens Lehmann, and Hajira Jabeen. BioKEEN: a library for learning and evaluating biological knowledge graph embeddings. Bioinformatics, (35)18:3538--3540, September 2019.

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, and Michael Hiller. Gene losses in the common vampire bat illuminate molecular adaptations to blood feeding. bioRxiv, October 2021.

Hamid Zafar, Mohnish Dubey, Jens Lehmann, and Elena Demidova. IQA: Interactive query construction in semantic question answering systems. Web Semant., (64)100586:100586, Elsevier BV, October 2020.

Manuel Bodirsky, Simon Knäuer, and Sebastian Rudolph. Datalog-expressibility for monadic and Guarded Second-order Logic. arXiv, 2020.

Mei Yang, Sarah Alice Gaggl, and Sebastian Rudolph. Neva-Extension Visualization for Argumentation Frameworks.. COMMA, 477--478, 2020.