Publications

Gianmarco Guarnier, Janis Reinelt, Eóin N Molloy, Paul Glad Mihai, Pegah Einaliyan, Sofie Valk, Augusta Modestino, Matteo Ugolini, Karsten Mueller, Qiong Wu, and others. Cascaded Multimodal Deep Learning in the Differential Diagnosis, Progression Prediction, and Staging of Alzheimer's and Frontotemporal Dementia. medRxiv, 2024--09, Cold Spring Harbor Laboratory Press, 2024. [PUMA: imported zno]

Dephney Mathebula, Abigail Amankwah, Kossi Amouzouvi, Kétévi Adiklè Assamagan, Somiealo Azote, Jesutofunmi Ayo Fajemisin, Jean Baptiste Fankam Fankame, Aluwani Guga, Moses Kamwela, Mulape Mutule Kanduza, Toivo Samuel Mabote, Francisco Fenias Macucule, Azwinndini Muronga, Ann Njeri, Michael Olusegun Oluwole, and Cláudio Moisés Paulo. Modelling the impact of vaccination on COVID-19 in African countries. PLOS Computational Biology, (20)10:1-26, Public Library of Science, October 2024. [PUMA: African_countries COVID-19 Zno impact imported vaccination] URL

Aaron Klein, Jacek Golebiowski, Xingchen Ma, Valerio Perrone, and Cedric Archambeau. Structural Pruning of Pre-trained Language Models via Neural Architecture Search. 2024. [PUMA: imported zno] URL

Samuel I. Berchuck, Felipe A. Medeiros, Sayan Mukherjee, and Andrea Agazzi. Scalable Bayesian inference for the generalized linear mixed model. 2024. [PUMA: Bayesian Scalable generalized imported inference linear mixed model zno] URL

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

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

Anna-Maria Nitsche, Bogdan Franczyk, Christian-Andreas Schumann, and Kevin Reuther. A Decade of Artificial Intelligence for Supply Chain Collaboration: Past, Present, and Future Research Agenda. 17, Bundesvereinigung Logistik (BVL) e.V., DE, July 2024. [PUMA: imported zno] URL

Julia Poray, Bogdan Franczyk, and Thomas Heller. Model-Agnostic Machine Learning Model Updating – A Case Study on a real-world Application. Proceedings of the 19th Conference on Computer Science and Intelligence Systems (FedCSIS), (39):157–167, IEEE, October 2024. [PUMA: imported zno] URL

Philippe Krajsic, Viola Suess, Zehong Cao, Ryszard Kowalczyk, and Bogdan Franczyk. Trends, Advancements and Challenges in Intelligent Optimization in Satellite Communication. 2024. [PUMA: imported zno] URL

Henry Loeffler-Wirth, Michael Rade, Arsen Arakelyan, Markus Kreuz, Markus Loeffler, Ulrike Koehl, Kristin Reiche, and Hans Binder. Transcriptional states of CAR-T infusion relate to neurotoxicity – lessons from high-resolution single-cell SOM expression portraying. Frontiers in Immunology, (13)2022. [PUMA: imported zno] URL

Anna-Maria Nitsche, Christian-Andreas Schumann, Bogdan Franczyk, and Kevin Reuther. Mapping supply chain collaboration research: a machine learning-based literature review. International Journal of Logistics Research and Applications, (26)8:954–982, Informa UK Limited, November 2021. [PUMA: imported zno] URL

Martin Schieck, Philippe Krajsic, Felix Loos, Abdulbaree Hussein, Bogdan Franczyk, Adrianna Kozierkiewicz, and Marcin Pietranik. Comparison of deep learning methods for grapevine growth stage recognition. Computers and Electronics in Agriculture, (211):107944, Elsevier BV, August 2023. [PUMA: imported zno] URL

Sebastian Zürner, Lukas Peter Deutschländer, Martin Schieck, and Prof. Dr. Bogdan Franczyk. Sustainable Development of AI applications in Agriculture: A Review. Procedia Computer Science, (225):3546–3553, Elsevier BV, 2023. [PUMA: imported zno] URL

Jonah Windolph, Steffen Kaup, Robert Wehlitz, Bogdan Franczyk, and André Ludwig. Adapting a Generic Smart Service Platform Architecture to the Road-Based Physical Internet. Proceedings of the 25th International Conference on Enterprise Information Systems, 749–756, SCITEPRESS - Science and Technology Publications, 2023. [PUMA: imported zno] URL

Michael Koch, Sascha Kober, Stanislaw Straburzynski, Benjamin Gaunitz, and Bogdan Franczyk. Federated Learning for Data Trust in Logistics. Position Papers of the 18th Conference on Computer Science and Intelligence Systems, (36):51–58, PTI, October 2023. [PUMA: imported zno] URL

Ulrich Blache, Kati Kebbel, Andrea Quaiser, Georg Popp, Paul Franz, Anna Dünkel, Martin Thoma, Niels König, Uwe Platzbecker, Gerno Schmiedeknecht, Stephan Fricke, and Ulrike Koehl. Technologien und Lösungsansätze für die effiziente Herstellung von Zelltherapeutika für die CAR-Immuntherapie. 123-137, December 2023. [PUMA: imported zno]

Luise Fischer, Nora Grieb, Patrick Born, Ronald Weiss, Sabine Seiffert, Andreas Boldt, Stephan Fricke, Paul Franz, Simone Heyn, Anne Sophie Kubasch, Ronny Baber, Heike Weidner, Song Yau Wang, Enrica Bach, Sandra Hoffmann, Jule Ussmann, Janine Kirchberg, Saskia Hell, Sebastian Schwind, Klaus H. Metzeler, Marco Herling, Madlen Jentzsch, Georg-Nikolaus Franke, Ulrich Sack, Kristin Reiche, Ulrike Köhl, Uwe Platzbecker, Vladan Vucinic, and Maximilian Merz. Cellular dynamics following CAR T cell therapy are associated with response and toxicity in relapsed/refractory myeloma. Leukemia, (38)2:372--382, Feb 1, 2024. [PUMA: imported zno] URL

U. Sandy Tretbar, Joel G. Rurik, Even H. Rustad, Duran Sürün, Ulrike Köhl, Johanna Olweus, Frank Buchholz, Zoltán Ivics, Stephan Fricke, and Ulrich Blache. Non-viral vectors for chimeric antigen receptor immunotherapy. Nature Reviews Methods Primers, (4)1:74, Oct 10, 2024. [PUMA: imported nopdf zno] URL

Balder ten Cate, Maurice Funk, Jean Christoph Jung, and Carsten Lutz. On the non-efficient PAC learnability of conjunctive queries. Information Processing Letters, (183):106431, Elsevier BV, January 2024. [PUMA: imported zno] URL

Manuel Bodirsky, Žaneta Semanišinová, and Carsten Lutz. The Complexity of Resilience Problems via Valued Constraint Satisfaction Problems. Proceedings of the 39th Annual ACM/IEEE Symposium on Logic in Computer Science, 1–14, Association for Computing Machinery, New York, NY, USA, Jul 8, 2024. [PUMA: imported zno] URL