acdc – Automated Contamination Detection and Confidence estimation for single-cell genome data
Lux, Markus ; Krüger, Jan ; Rinke, Christian ; Maus, Irena ; Schlüter, Andreas ; Woyke, Tanja ; Sczyrba, Alexander ; Hammer, BarbaraIn: BMC Bioinformatics, Jg. 17 H. 1Adaptive structure metrics for automated feedback provision in intelligent tutoring systems
Paaßen, Benjamin ; Mokbel, Bassam ; Hammer, BarbaraIn: Neurocomputing, Jg. 192 H. SI, S. 3-13Autonomous Learning of Representations
Walter, Oliver ; Häb-Umbach, Reinhold ; Mokbel, Bassam ; Paaßen, Benjamin ; Hammer, BarbaraIn: KI - Künstliche Intelligenz, Jg. 29 H. 4, S. 339–351 ff.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. 956-962Differential privacy for learning vector quantization
Brinkrolf, Johannes ; Göpfert, Christina ; Hammer, BarbaraIn: Neurocomputing, Jg. 342, S. 125-136Efficient Kernelization of Discriminative Dimensionality Reduction
Schulz, Alexander ; Brinkrolf, Johannes ; Hammer, BarbaraIn: Neurocomputing, Jg. 268 H. SI, S. 34-41Efficient 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. 6Explanation 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. 717-728Incremental on-line learning: A review and comparison of state of the art algorithms
Losing, Viktor ; Hammer, Barbara ; Wersing, HeikoIn: Neurocomputing, Jg. 275, S. 1261-1274Interpretation of Linear Classifiers by Means of Feature Relevance Bounds
Göpfert, Christina ; Pfannschmidt, Lukas ; Göpfert, Jan Philip ; Hammer, BarbaraIn: Neurocomputing, Jg. 298, S. 69-79Learning Feedback in Intelligent Tutoring Systems
Gross, Sebastian ; Mokbel, Bassam ; Hammer, Barbara ; Pinkwart, NielsIn: KI - Künstliche Intelligenz, Jg. 29 H. 4, S. 1-6Metric learning for sequences in relational LVQ
Mokbel, Bassam ; Paaßen, Benjamin ; Schleif, Frank-Michael ; Hammer, BarbaraIn: Neurocomputing, Jg. 169 H. SI, S. 306-322Parametric nonlinear dimensionality reduction using kernel t-SNE
Gisbrecht, Andrej ; Schulz, Alexander ; Hammer, BarbaraIn: Neurocomputing, Jg. 147, S. 71-82Using Discriminative Dimensionality Reduction to Visualize Classifiers
Schulz, Alexander ; Gisbrecht, Andrej ; Hammer, BarbaraIn: Neural Processing Letters, Jg. 42 H. 1, S. 27-54