Counteracting Electrode Shifts in Upper-Limb Prosthesis Control via Transfer Learning
Prahm, Cosima ; Schulz, Alexander ; Paaßen, Benjamin ; Schoisswohl, Johannes ; Kaniusas, Eugenius ; Dorffner, Georg ; Hammer, Barbara ; Aszmann, OskarIn: IEEE Transactions on Neural Systems and Rehabilitation Engineering, Jg. 27 H. 5, S. 956-9622019Dedicated Memory Models for Continual Learning in the Presence of Concept Drift
Losing, Viktor ; Hammer, Barbara ; Wersing, Heiko2016Feedback Provision Strategies in Intelligent Tutoring Systems Based on Clustered Solution Spaces
Gross, Sebastian ; Mokbel, Bassam ; Hammer, Barbara ; Pinkwart, Niels ; Desel, Jörg (Hrsg.) ; Haake, Joerg M. (Hrsg.) ; Spannagel, Christian (Hrsg.)In: DeLFI 2012: Die 10. e-Learning Fachtagung Informatik, Jg. 207, S. 27-382012Differential privacy for learning vector quantization
Brinkrolf, Johannes ; Göpfert, Christina ; Hammer, BarbaraIn: Neurocomputing, Jg. 342, S. 125-1362019Discriminative dimensionality reduction: variations, applications, interpretations
Schulz, Alexander2017Effects of Variability in Synthetic Training Data on Convolutional Neural Networks for 3D Head Reconstruction
Göpfert, Jan Philip ; Göpfert, Christina ; Botsch, Mario ; Hammer, Barbara2017Efficient Kernelization of Discriminative Dimensionality Reduction
Schulz, Alexander ; Brinkrolf, Johannes ; Hammer, BarbaraIn: Neurocomputing, Jg. 268 H. SI, S. 34-412017Efficient Reject Options for Particle Filter Object Tracking in Medical Applications
Kummert, Johannes ; Schulz, Alexander ; Redick, Tim ; Ayoub, Nassim ; Modabber, Ali ; Abel, Dirk ; Hammer, BarbaraIn: Sensors, Jg. 21 H. 62021Explanation as a social practice: Toward a conceptual framework for the social design of AI systems
Rohlfing, Katharina ; Cimiano, Philipp ; Scharlau, Ingrid ; Matzner, Tobias ; Buhl, Heike M. ; Buschmeier, Hendrik ; Esposito, Elena ; Grimminger, Angela ; Hammer, Barbara ; Häb-Umbach, Reinhold ; Horwath, Ilona ; Hüllermeier, Eyke ; Kern, Friederike ; Kopp, Stefan ; Thommes, Kirsten ; Ngonga Ngomo, Axel-Cyrille ; Schulte, Carsten ; Wachsmuth, Henning ; Wagner, Petra ; Wrede, BrittaIn: IEEE Transactions on Cognitive and Developmental Systems, Jg. 13 H. 3, S. 717-7282021Feature Relevance Bounds for Linear Classification
Göpfert, Christina ; Pfannschmidt, Lukas ; Hammer, Barbara ; Verleysen, Michele (Hrsg.)2017FRI - Feature Relevance Intervals for Interpretable and Interactive Data Exploration
Pfannschmidt, Lukas ; Göpfert, Christina ; Neumann, Ursula ; Heider, Dominik ; Hammer, Barbara2019Gaussian process prediction for time series of structured data
Paaßen, Benjamin ; Göpfert, Christina ; Hammer, Barbara ; Verleysen, Michele (Hrsg.)2016Incremental on-line learning: A review and comparison of state of the art algorithms
Losing, Viktor ; Hammer, Barbara ; Wersing, HeikoIn: Neurocomputing, Jg. 275, S. 1261-12742018Inferring Feature Relevances From Metric Learning
Schulz, Alexander ; Mokbel, Bassam ; Biehl, Michael ; Hammer, Barbara2015Interactive Online Learning for Obstacle Classification on a Mobile Robot
Losing, Viktor ; Hammer, Barbara ; Wersing, Heiko2015Interpretation of Linear Classifiers by Means of Feature Relevance Bounds
Göpfert, Christina ; Pfannschmidt, Lukas ; Göpfert, Jan Philip ; Hammer, BarbaraIn: Neurocomputing, Jg. 298, S. 69-792018