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Anzahl der Einträge: 7.

Rink, Johann ; Tollens, Fabian ; Tschalzev, Andrej ORCID: 0000-0002-0638-5744 ; Bartelt, Christian ; Heinzl, Armin ; Hoffmann, Jens ; Schoenberg, Stefan O. ; Marzina, Annika ; Sandikci, Vesile ; Wiegand, Carla ; Hoyer, Carolin ; Szabo, Kristina (2024) Establishing an MSU service in a medium-sized German urban area — clinical and economic considerations. Open Access Frontiers in Neurolgy Lausanne 15 1358145 1-9 [Zeitschriftenartikel]
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Marton, Sascha ORCID: 0000-0001-8151-9223 ; Lüdtke, Stefan ; Bartelt, Christian ; Tschalzev, Andrej ORCID: 0000-0002-0638-5744 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2024) Explaining neural networks without access to training data. Open Access Machine Learning Dordrecht [u.a.] 113 6 3633-3652 [Zeitschriftenartikel]
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Tschalzev, Andrej ORCID: 0000-0002-0638-5744 ; Nitschke, Paul ; Kirchdorfer, Lukas ; Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Enabling mixed effects neural networks for diverse, clustered data using Monte Carlo methods. tba tba In: Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence: Jeju, 03-09 August 2024 (2024) Jeju, South Korea IJCAI 2024, 33rd International Joint Conference on Artificial Intelligence (Jeju, South Korea) [Konferenzveröffentlichung]

Rink, Johann ; Szabo, Kristina ; Hoyer, Carolin ; Saver, Jeffrey L. ; Nour, May ; Audebert, Heinrich J. ; Kunz, Wolfgang G. ; Froelich, Matthias F. ; Heinzl, Armin ORCID: 0000-0001-9886-9596 ; Tschalzev, Andrej ORCID: 0000-0002-0638-5744 ; Hoffmann, Jens ; Schoenberg, Stefan O. ; Tollens, Fabian (2024) Mobile stroke units services in Germany: A cost-effectiveness modeling perspective on catchment zones, operating modes, and staffing. Open Access European Journal of Neurology Oxford [u.a.] tba tba 1-9 [Zeitschriftenartikel]
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Cohausz, Lea ; Tschalzev, Andrej ORCID: 0000-0002-0638-5744 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2024) Investigating demographic features and their connection to performance, predictions, and fairness in EDM models. Journal of Educational Data Mining Montreal 16 2 177-213 [Zeitschriftenartikel]

Tschalzev, Andrej ORCID: 0000-0002-0638-5744 ; Marton, Sascha ORCID: 0000-0001-8151-9223 ; Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 A data-centric perspective on evaluating machine learning models for tabular data. 1-35 In: The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track (2024) Vancouver, BC NeurIPS 2024 (Vancouver, Canada) [Konferenzveröffentlichung]

Cohausz, Lea ; Tschalzev, Andrej ORCID: 0000-0002-0638-5744 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Investigating the importance of demographic features for EDM-predictions. Feng, Mingyu ; Käser, Tanja ; Talukdar, Partha 125-136 In: Proceedings of the 16th International Conference on Educational Data Mining (2023) Bengaluru, India 16th Educational Data Mining Conference (Bengaluru, India) [Konferenzveröffentlichung]

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