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Brinkrolf, Johannes ; Göpfert, Christina ; Hammer, BarbaraIn: Neurocomputing, Vol. 342, page 125-1362019Parametric nonlinear dimensionality reduction using kernel t-SNE
Gisbrecht, Andrej ; Schulz, Alexander ; Hammer, BarbaraIn: Neurocomputing, Vol. 147, page 71-822015Learning Feedback in Intelligent Tutoring Systems
Gross, Sebastian ; Mokbel, Bassam ; Hammer, Barbara ; Pinkwart, NielsIn: KI - Künstliche Intelligenz, Vol. 29 Issue 4, page 1-62015Interpretation of Linear Classifiers by Means of Feature Relevance Bounds
Göpfert, Christina ; Pfannschmidt, Lukas ; Göpfert, Jan Philip ; Hammer, BarbaraIn: Neurocomputing, Vol. 298, page 69-792018Efficient 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, Vol. 21 Issue 62021Incremental on-line learning: A review and comparison of state of the art algorithms
Losing, Viktor ; Hammer, Barbara ; Wersing, HeikoIn: Neurocomputing, Vol. 275, page 1261-12742018acdc – 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, Vol. 17 Issue 12016Metric learning for sequences in relational LVQ
Mokbel, Bassam ; Paaßen, Benjamin ; Schleif, Frank-Michael ; Hammer, BarbaraIn: Neurocomputing, Vol. 169 Issue SI, page 306-3222015Adaptive structure metrics for automated feedback provision in intelligent tutoring systems
Paaßen, Benjamin ; Mokbel, Bassam ; Hammer, BarbaraIn: Neurocomputing, Vol. 192 Issue SI, page 3-132016Counteracting 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, Vol. 27 Issue 5, page 956-9622019Explanation 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, Vol. 13 Issue 3, page 717-7282021Efficient Kernelization of Discriminative Dimensionality Reduction
Schulz, Alexander ; Brinkrolf, Johannes ; Hammer, BarbaraIn: Neurocomputing, Vol. 268 Issue SI, page 34-412017Using Discriminative Dimensionality Reduction to Visualize Classifiers
Schulz, Alexander ; Gisbrecht, Andrej ; Hammer, BarbaraIn: Neural Processing Letters, Vol. 42 Issue 1, page 27-542015Autonomous Learning of Representations
Walter, Oliver ; Häb-Umbach, Reinhold ; Mokbel, Bassam ; Paaßen, Benjamin ; Hammer, BarbaraIn: KI - Künstliche Intelligenz, Vol. 29 Issue 4, page 339–351 et seq.2015