Publications

Alex Ivliev, Lukas Gerlach, Simon Meusel, Jakob Steinberg, und Markus Krötzsch. Nemo: Your Friendly and Versatile Rule Reasoning Toolkit. Proceedings of the TwentyFirst International Conference on Principles of Knowledge Representation and Reasoning, 743–754, International Joint Conferences on Artificial Intelligence Organization, November 2024. [PUMA: imported] URL

Mauro Gwerder, Cansaran Saygili Demir, Hannah L. Williams, Alessandro Lugli, Cristina Graham Martinez, Joanna Kowal, Amjad Khan, Philipp Kirchner, Thibaud Koessler, Martin D. Berger, Martin Weigert, und Inti Zlobec. Morpho-molecular features of Epithelial Mesenchymal Transition associate with clinical outcome in patients with rectal cancer. bioRxiv, Cold Spring Harbor Laboratory, 2024. [PUMA: imported] URL

Hope Woods, Julia Koehler Leman, und Jens Meiler. Modeling membrane geometries implicitly in Rosetta. Protein Science, (33)3Wiley, Februar 2024. [PUMA: imported] URL

Esam Ghaleb, Ilya Burenko, Marlou Rasenberg, Wim Pouw, Ivan Toni, Peter Uhrig, Anna Wilson, Judith Holler, Aslı Özyürek, und Raquel Fernández. Leveraging Speech for Gesture Detection in Multimodal Communication. 2024. [PUMA: imported] URL

Jens Lehmann, Antonello Meloni, Enrico Motta, Francesco Osborne, Diego Reforgiato Recupero, Angelo Antonio Salatino, und Sahar Vahdati. Large Language Models for Scientific Question Answering: An Extensive Analysis of the SciQA Benchmark. The Semantic Web. ESWC 2024. Lecture Notes in Computer Science, (14664):199--217, Springer, Cham, 2024. [PUMA: imported] URL

Karsten Haustein, Hannes Zacher, Katja Liebal, Marie Eichholz, und Ulrike Mühlhaus. Justice and urban transformation in light of accelerating climate change . Copernicus GmbH, November 2024. [PUMA: imported] URL

Christina Gillmann, Johanna Schmidt, und Daniel Wiegreffe. Interactive Visualization in Applications. IEEE Computer Graphics and Applications, (44)1:10-12, Januar 2024. [PUMA: imported]

Khalil Teber, Sebastian Sippel, Melanie Krause, Jakob Zscheischler, und Miguel Mahecha. Inequality in human development amplifies climate-related disaster risk. Springer Science and Business Media LLC, Oktober 2024. [PUMA: imported] URL

Luca Franceschi, Michele Donini, Valerio Perrone, Aaron Klein, Cédric Archambeau, Matthias Seeger, Massimiliano Pontil, und Paolo Frasconi. Hyperparameter Optimization in Machine Learning. 2024. [PUMA: imported] URL

Rhea Sanjay Sukthanker, Arber Zela, Benedikt Staffler, Aaron Klein, Lennart Purucker, Joerg K. H. Franke, und Frank Hutter. HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models. 2024. [PUMA: imported] URL

Luisa Herrmann, und Richard Mörbitz. Global One-Counter Tree Automata. In Szilárd Zsolt Fazekas (Hrsg.), 28th International Conference on Implementation and Application of Automata (CIAA 2024), (15015):166--179, Springer, September 2024. [PUMA: imported]

Angel E. Rodriguez-Fernandez, Lennart Schäpermeier, Carlos Hernández, Pascal Kerschke, Heike Trautmann, und Oliver Schütze. Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal Optimization. IEEE Transactions on Evolutionary Computation, 1-1, 2024. [PUMA: imported]

Erik Daniel, und Florian Tschorsch. Exploring the design space of privacy-enhanced content discovery for bitswap. Computer Communications, (217):12–24, Elsevier BV, März 2024. [PUMA: imported] URL

Pramod Baddam, Ayse Glass, René Jäkel, Jonathan Jander, Tom Krause, Pamela Kunert, Järg Rainer Noennig, Iryna Okhrin, Mariela Sanchez, und Ulrike Steffens. Evaluating Tabular Data Generation Techniques on the DaFne Platform: Insights from a Predictive Maintenance Case Study on Bridges. In Xin-She Yang, Simon Sherratt, Nilanjan Dey, und Amit Joshi (Hrsg.), Proceedings of Ninth International Congress on Information and Communication Technology, 611--628, Springer Nature Singapore, Singapore, 2024. [PUMA: imported]

Yuvaraj Natarajan, Sri Preethaa K. R., Gitanjali Wadhwa, Young Choi, Zengshun Chen, Dong-Eun Lee, und Yirong Mi. Enhancing Building Energy Efficiency with IoT-Driven Hybrid Deep Learning Models for Accurate Energy Consumption Prediction. Sustainability, (16)52024. [PUMA: imported] URL

Nikola Milosevic, Johannes Müller, und Nico Scherf. Embedding Safety into RL: A New Take on Trust Region Methods. 2024. [PUMA: imported] URL

Claudia Silva, Erika Roldan, und Rosemberg Toala-Enriquez. Eden model for Pentagons. 2024. [PUMA: imported] URL

Elham Shamsara, Marius E. Yamakou, Fatihcan M. Atay, und Jürgen Jost. Dynamics of neural fields with exponential temporal kernel. Theory in Biosciences, (143)2:107--122, 01.06.2024. [PUMA: imported] URL

Melissa Sanabria, Jonas Hirsch, Pierre M. Joubert, und Anna R. Poetsch. DNA language model GROVER learns sequence context in the human genome. Nature Machine Intelligence, (6)8:911--923, 01.08.2024. [PUMA: imported] URL

Julian Striegl, Jordan Wenzel Richter, Leoni Grossmann, Björn Bråstad, Marie Gotthardt, Christian Rück, John Wallert, und Claudia Loitsch. Deep learning-based dimensional emotion recognition for conversational agent-based cognitive behavioral therapy. PeerJ Computer Science, (10):e2104, PeerJ, Juni 2024. [PUMA: imported] URL

Tuan-Phong Nguyen, Simon Razniewski, und Gerhard Weikum. Cultural Commonsense Knowledge for Intercultural Dialogues. Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 1774–1784, Association for Computing Machinery, New York, NY, USA, 21.10.2024. [PUMA: imported] URL

Tim S. Lyon, und Jonas Karge. Constructive Interpolation and Concept-Based Beth Definability for Description Logics via Sequents. 2024. [PUMA: imported] URL

Martin Lorenz, Tiago Amorim, Debargha Dey, Mersedeh Sadeghi, und Patrick Ebel. Computational Models for In-Vehicle User Interface Design: A Systematic Literature Review. Proceedings of the 16th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 204–215, Association for Computing Machinery, New York, NY, USA, 22.09.2024. [PUMA: imported] URL

Bernhard Ganter, Tom Hanika, Johannes Hirth, und Sergei Obiedkov. Collaborative Hybrid Human AI Learning through Conceptual Exploration. 2024. [PUMA: imported]

Philipp Hanisch, und Markus Krötzsch. Chase Termination Beyond Polynomial Time. Proc. ACM Manag. Data, (2)2:1–17, Association for Computing Machinery, New York, NY, USA, 14.05.2024. [PUMA: imported] URL

Nicolas-Domenic Reiter, Jonas Wahl, Andreas Gerhardus, und Jakob Runge. Causal Inference on Process Graphs, Part II: Causal Structure and Effect Identification. 2024. [PUMA: imported] URL

Martin Caminada, Matthias König, Anna Rapberger, und Markus Ulbricht. Attack semantics and collective attacks revisited. Argument & Computation, 1–77, SAGE Publications, März 2024. [PUMA: imported] URL

Wolfgang Büschel, Katja Krug, Marc Satkowski, Stefan Gumhold, und Raimund Dachselt. A Research Platform for Studying Mixed-Presence Collaboration. 2024 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 243-246, Oktober 2024. [PUMA: imported]

Dianzhao Li, und Ostap Okhrin. A platform-agnostic deep reinforcement learning framework for effective Sim2Real transfer towards autonomous driving. Communications Engineering, (3)1:147, 17.10.2024. [PUMA: imported] URL

David Berger, René L. Schilling, Eugene Shargorodsky, und Teo Sharia. An extension of the Liouville theorem for Fourier multipliers to sub-exponentially growing solutions. 2024. [PUMA: imported] URL

Holger Hermanns, Anne Lauber-Rönsberg, Philip Meinel, Sarah Sterz, und Hanwei Zhang. AI Act for the Working Programmer. 2024. [PUMA: imported] URL

Yunchao (Lance) Liu, Rocco Moretti, Yu Wang, Ha Dong, Bailu Yan, Bobby Bodenheimer, Tyler Derr, und Jens Meiler. Advancements in Ligand-Based Virtual Screening through the Synergistic Integration of Graph Neural Networks and Expert-Crafted Descriptors. bioRxiv, Cold Spring Harbor Laboratory, 2024. [PUMA: imported] URL

Natasha Liou, Trina De, Adrian Urbanski, Catherine Chieng, Qingyang Kong, Anna L. David, Rajvinder Khasriya, Artur Yakimovich, und Harry Horsley. A clinical microscopy dataset to develop a deep learning diagnostic test for urinary tract infection. Scientific Data, (11)1:155, 01.02.2024. [PUMA: imported] URL

Aruscha Kramm, Eric Peukert, André Ludwig, und Bogdan Franczyk. Machine Learning Based Mobile Capacity Estimation for Roadside Parking. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, (10):99--106, Copernicus GmbH, 2024. [PUMA: Based Capacity Estimation Learning Machine Mobile Parking Roadside]

Ngoc Thanh Nguyen, Bogdan Franczyk, André Ludwig, Manuel Núñez, Jan Treur, Gottfried Vossen, und Adrianna Kozierkiewicz. Advances in Computational Collective Intelligence: 16th International Conference, ICCCI 2024, Leipzig, Germany, September 9-11, 2024, Proceedings, Part II. (2166)Springer Nature, 2024. [PUMA: 2024 Collective Computational ICCCI Intelligence Leipzig]

M Alb, H Einsele, P Loskill, A Van der Meer, K Sewald, K Reiche, U Koehl, und M Hudecek. New Strategies to improve the Safety of CAR-T Cell Immunotherapy: the imSAVAR Project. ONCOLOGY RESEARCH AND TREATMENT, (45)SUPPL 2:70--71, 2022. [PUMA: CAR-T Cell Immunotherapy Project Safety Strategiese imSAVAR]

Michael Hudecek, Qasim Rafiq, Stephen Goldrick, Ulrike Koehl, Helene Negre, und Carmen Sanges. Innovations in Development, Translational Research and Manufacturing of CAR T cells. Frontiers Media SA, 2024. [PUMA: CAR-T Manufacturing Research Translational cells]

Oliver Kutz, C Lutz, und A Ozaki. Proceedings of the 36th International Workshop on Description Logics (DL 2023). Co-located with the 20th International Conference on Principles of Knowledge Representation and Reasoning and the 21st International Workshop on Non-Monotonic Reasoning (KR 2023 and NMR 2023). Rhodes, Greece, September 2-4, 2023.. CEUR-WS. org, 2023. [PUMA: (DL 2023) 36th Description International Logics Proceedings Workshop on]

Maria Carolina Novitasari, Johannes Quaas, und Miguel R. D. Rodrigues. Cloudy with a chance of precision: satellite’s autoconversion rates forecasting powered by machine learning. Environmental Data Science, (3)Cambridge University Press (CUP), 2024. [PUMA: autoconversion forecasting learning machine rates satellite] URL

Bouchra Derraz, Gabriele Breda, Christoph Kaempf, Franziska Baenke, Fabienne Cotte, Kristin Reiche, Ulrike Köhl, Jakob Nikolas Kather, Deborah Eskenazy, und Stephen Gilbert. New regulatory thinking is needed for AI-based personalised drug and cell therapies in precision oncology. npj Precision Oncology, (8)1Springer Science and Business Media LLC, Januar 2024. [PUMA: AI-based cell drug oncology precision regulatory therapies thinking] URL

Michael Rade, Markus Kreuz, Angelika Borkowetz, Ulrich Sommer, Conny Blumert, Susanne Füssel, Catharina Bertram, Dennis Löffler, Dominik J. Otto, Livia A. Wöller, Carolin Schimmelpfennig, Ulrike Köhl, Ann-Cathrin Gottschling, Pia Hönscheid, Gustavo B. Baretton, Manfred Wirth, Christian Thomas, Friedemann Horn, und Kristin Reiche. A reliable transcriptomic risk-score applicable to formalin-fixed paraffin-embedded biopsies improves outcome prediction in localized prostate cancer. Molecular Medicine, (30)1Springer Science and Business Media LLC, Februar 2024. [PUMA: applicable biopsies cancer formalin-fixed paraffin-embedded predictionprostate risk-score transcriptomic] URL

Adrian Lindenmeyer, Malte Blattmann, Stefan Franke, Thomas Neumuth, und Daniel Schneider. Inadequacy of common stochastic neural networks for reliable clinical decision support. 2024. [PUMA: Inadequacy clinical decision networks neural reliable stochastic support] URL

Johannes Roth, Johannes Keller, Stefan Franke, Thomas Neumuth, und Daniel Schneider. Multi-plane UNet++ Ensemble for Glioblastoma Segmentation. Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 285–294, Springer International Publishing, 2022. [PUMA: Ensemble Glioblastoma Multi-plane Segmentation UNet++] URL

Markus Bauer, Lennart Schneider, Marit Bernhardt, Christoph Augenstein, Glen Kristiansen, und Bogdan Franczyk. An Open-Source Approach for Digital Prostate Cancer Histopathology: Bringing AI into Practice. Proceedings of the 26th International Conference on Enterprise Information Systems - Volume 1: ICEIS, 729-738, SciTePress, 2024. [PUMA: AI Cancer Digital Histopatholog Open-Source Prostate]

Markus Bauer, und Christoph Augenstein. Can Unlabelled Data Improve AI Applications? A Comparative Study on Self-Supervised Learning in Computer Vision.. Proceedings of the 18th Conference on Computer Science and Intelligence Systems, (35):93–101, IEEE, September 2023. [PUMA: Comparative Computer Data Learning Self-Supervised Study Unlabelled Vision.] URL

Kossi Amouzouvi, Bowen Song, Sahar Vahdati, und Jens Lehmann. Knowledge GeoGebra: Leveraging Geometry of Relation Embeddings in Knowledge Graph Completion. In Nicoletta Calzolari, Min-Yen Kan, Véronique Hoste, Alessandro Lenci, Sakriani Sakti, und Nianwen Xue (Hrsg.), Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 20-25 May, 2024, Torino, Italy, 9832--9842, ELRA and ICCL, 2024. [PUMA: Completion Embeddings GeoGebra Geometry Graph Knowledge Relation] URL

Anna Niarakis, Reinhard Laubenbacher, Gary An, Yaron Ilan, Jasmin Fisher, Åsmund Flobak, Kristin Reiche, María Rodríguez Martínez, Liesbet Geris, Luiz Ladeira, Lorenzo Veschini, Michael L. Blinov, Francesco Messina, Luis L. Fonseca, Sandra Ferreira, Arnau Montagud, Vincent Noël, Malvina Marku, Eirini Tsirvouli, Marcella Torres, Leonard A. Harris, T.J. Sego, Chase Cockrell, Amanda Shick, Hasan Balci, Albin Salazar, Kinza Rian, Ahmed Abdelmonem Hemedan, Marina Esteban-Medina, Bernard Staumont, Esteban Hernandez-Vargas, Shiny Martis B., Alejandro Madrid-Valiente, Panagiotis Karampelesis, Luis Sordo Vieira, Pradyumna Harlapur, Alexander Kulesza, Niloofar Nikaein, Winston Garira, Rahuman S. Malik Sheriff, Juilee Thakar, Van Du T. Tran, Jose Carbonell-Caballero, Soroush Safaei, Alfonso Valencia, Andrei Zinovyev, und James A. Glazier. Building an international and interdisciplinary community to develop immune digital twins for complex human pathologies. Zenodo, 2024. [PUMA: collaboration community computational digital effort immune interdisciplinary model system twin] URL

Jens Lehmann, Sébastien Ferré, und Sahar Vahdati. Language Models as Controlled Natural Language Semantic Parsers for Knowledge Graph Question Answering. In Kobi Gal, Ann Nowé, Grzegorz J. Nalepa, Roy Fairstein, und Roxana Radulescu (Hrsg.), ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland - Including 12th Conference on Prestigious Applications of Intelligent Systems (PAIS 2023), (372):1348--1356, IOS Press, 2023. [PUMA: Answering Controlled Graph Knowledge Language Models Natural Parsers Question Semantic] URL

Marie Steinacker, Yuri Kheifetz, und Markus Scholz. Predicting chemotherapy-induced thrombotoxicity by NARX neural networks and transfer learning. Journal of Cancer Research and Clinical Oncology, (150)10:457, 14.10.2024. [PUMA: imported] URL

Yuri Kheifetz, Holger Kirsten, und Markus Scholz. On the Parametrization of Epidemiologic Models—Lessons from Modelling COVID-19 Epidemic. Viruses, (14)72022. [PUMA: imported] URL