Publications

Christian Genest, Ostap Okhrin, and Taras Bodnar. Copula modeling from Abe Sklar to the present day. Journal of Multivariate Analysis, (201)Academic Press Inc., May 2024. [PUMA: FIS_scads Copula models, modeling Dependence topic_engineering]

Andreas Müller, Deborah Schmidt, Jan Philipp Albrecht, Lucas Rieckert, Maximilian Otto, Leticia Elizabeth Galicia Garcia, Gunar Fabig, Michele Solimena, and Martin Weigert. Modular segmentation, spatial analysis and visualization of volume electron microscopy datasets. Nature protocols, (19)5:1436--1466, Nature Publishing Group, May 2024. [PUMA: FIS_scads Electron/methods, Analysis, Organelles/ultrastructure, Imaging, Image Humans, Spatial Microscopy Electron Volume Microscopy, Computer-Assisted/methods, Processing, Three-Dimensional/methods, Software,]

Christian Genest, Ostap Okhrin, and Taras Bodnar. Preface to the Special Issue “Copula modeling from Abe Sklar to the present day”. Journal of Multivariate Analysis, (201)Academic Press Inc., May 2024. [PUMA: FIS_scads imported topic_engineering]

Julian Haase, Najdet Charaf, Alexander Groß, and Diana Göhringer. NC-Library: Expanding SystemC Capabilities for Nested reConfigurable Hardware Modelling. ACM Transactions on Reconfigurable Technology and Systems, (17)3:1--29, Association for Computing Machinery (ACM), New York, Apr 27, 2024. [PUMA: FIS_scads imported topic_federatedlearn]

Niklas Paulig, and Ostap Okhrin. Robust path following on rivers using bootstrapped reinforcement learning. Ocean engineering, (298)Elsevier Science B.V., Apr 15, 2024. [PUMA: FIS_scads Path waterways Autonomous Restricted learning, surface vessel, reinforcement Deep topic_engineering following,]

Najia Ahmadi, Quang Vu Nguyen, Martin Sedlmayr, and Markus Wolfien. A comparative patient-level prediction study in OMOP CDM: applicative potential and insights from synthetic data. Scientific reports, (14)1Nature Publishing Group, Jan 27, 2024. [PUMA: FIS_scads Humans, Factual, Learning, Health topic_lifescience Medical Electronic Informatics, Records Databases, Machine]

Dianzhao Li, Paul Auerbach, and Ostap Okhrin. Towards Autonomous Driving with Small-Scale Cars: A Survey of Recent Development. Apr 9, 2024. [PUMA: FIS_scads cs.RO, topic_engineering cs.AI]

Amankeldi A Salybekov, Markus Wolfien, Waldemar Hahn, Sumi Hidaka, and Shuzo Kobayashi. Artificial Intelligence Reporting Guidelines' Adherence in Nephrology for Improved Research and Clinical Outcomes. Biomedicines, (12)3MDPI, Basel, Mar 7, 2024. [PUMA: FIS_scads imported topic_lifescience]

Jannik Presberger, Rashmiparvathi Keshara, David Stein, Yung Hae Kim, Anne Grapin-Botton, and Bjoern Andres. Correlation Clustering of Organoid Images.. March 2024. [PUMA: FIS_scads imported topic_visualcomputing]

Shijie Jiang, Larisa Tarasova, Guo Yu, and Jakob Zscheischler. Compounding effects in flood drivers challenge estimates of extreme river floods. Science advances, (10)13American Association for the Advancement of Science (AAAS), New York, March 2024. [PUMA: FIS_scads imported]

Marc Satkowski. Understanding Immersive Environments for Visual Data Analysis. QUCOSA, Feb 6, 2024. [PUMA: FIS_scads Interaktion, Reality, Mixed Mensch-Computer Design, Menschenzentriertes Immersive Umgebungen, Datenvisualisierung topic_visualcomputing]

Gong Chen, Hartmut Fricke, Ostap Okhrin, and Judith Rosenow. Flight delay propagation inference in air transport networks using the multilayer perceptron. Journal of air transport management, (114)Elsevier, Oxford u.a., January 2024. [PUMA: FIS_scads causality, Granger perceptron propagation, Multilayer topic_engineering Delay]

Neringa Jurenaite, Daniel León-Periñán, Veronika Donath, Sunna Torge, and René Jäkel. SetQuence & SetOmic: Deep set transformers for whole genome and exome tumour analysis. BioSystems, (235)Elsevier, January 2024. [PUMA: FIS_scads Humans, topic_federatedlearn Intelligence, Artificial Oncology, Research, livinglab Exome/genetics, Medical Neoplasms/genetics Biomedical]

Franz Baader, and Filippo De Bortoli. The Abstract Expressive Power of First-Order and Description Logics with Concrete Domains. Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 754--761, Association for Computing Machinery (ACM), New York, United States of America, 2024. [PUMA: FIS_scads imported topic_knowledge]

Zihao Chen, Zhili Xiao, Mahmoud Akl, Johannes Leugring, Omowuyi Olajide, Adil Malik, Nik Dennler, Chad Harper, Subhankar Bose, Hector A. Gonzalez, Jason Eshraghian, Riccardo Pignari, Gianvito Urgese, Andreas G. Andreou, Sadasivan Shankar, Christian Mayr, Gert Cauwenberghs, and Shantanu Chakrabartty. ON-OFF Neuromorphic ISING Machines using Fowler-Nordheim Annealers. 2024. [PUMA: FIS_scads imported topic_neuroinspired]

Sandra Hummel, Sandra Bohlinger, and Bridget Sheehan. Modern Pedagogies in the Digital Era: Elevating Educational Standards in Teacher Education. In Sandra Hummel (Eds.), Empowering Education in Cambodia and Sri Lanka: Advancing Quality in 21st Century Teaching and Learning, 67--78, SPRINGER VS/SPRINGER FACHMEDIEN, Germany, 2024. [PUMA: FIS_scads imported area_responsibleai]

Sandra Hummel, Mirjam Brodacz-Geier, and Bridget Sheehan. Pedagogical Professionalization in Digital Contexts. In Sandra Hummel (Eds.), Empowering Education in Cambodia and Sri Lanka: Advancing Quality in 21st Century Teaching and Learning, 205--221, SPRINGER VS/SPRINGER FACHMEDIEN, Germany, 2024. [PUMA: FIS_scads imported area_responsibleai]

Rishav Mukherji, Mark Schöne, Khaleelulla Khan Nazeer, Christian Mayr, David Kappel, and Anand Subramoney. Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models. 2024. [PUMA: FIS_scads imported topic_neuroinspired]

Lucas Fabian Naumann, Jannik Irmai, Shengxian Zhao, and Bjoern Andres. Box Facets and Cut Facets of Lifted Multicut Polytopes. 2024. [PUMA: FIS_scads imported topic_visualcomputing]

Holger S. G. Heidrich, Jannik Irmai, and Bjoern Andres. A 4-Approximation Algorithm for Min Max Correlation Clustering.. Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, 1945--1953, Cambridge MA: JMLR, 2024. [PUMA: FIS_scads imported topic_visualcomputing]