Active Learning for Image Recognition Using a Visualization-Based User Interface
Limberg, Christian ; Krieger, Kathrin ; Wersing, Heiko ; Ritter, Helge ; Tetko, Igor V. (Hrsg.) ; Kůrková, Věra (Hrsg.) ; Karpov, Pavel (Hrsg.) ; Theis, Fabian (Hrsg.)In: Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning, Jg. 11728, S. 495-506Adaptive scene dependent filters for segmentation and online learning of visual objects
Steil, Jochen J. ; Götting, Michael ; Wersing, Heiko ; Körner, Edgar ; Ritter, HelgeIn: Neurocomputing, Jg. 70 H. 7-9, S. 1235-1246Adaptive scene-dependent filters in online learning environments
Götting, Michael ; Steil, Jochen J. ; Wersing, Heiko ; Körner, Edgar ; Ritter, Helge2006Mitigating Concept Drift via Rejection
Göpfert, Jan Philip ; Hammer, Barbara ; Wersing, Heiko ; Kurkova, Vera (Hrsg.) ; Manolopoulos, Yannis (Hrsg.) ; Hammer, Barbara (Hrsg.) ; Iliadis, Lazaros (Hrsg.) ; Maglogiannis, Ilias (Hrsg.)In: Artificial Neural Networks and Machine Learning – ICANN 2018. Proceedings, Part I, Jg. 111392018Choosing the Best Algorithm for an Incremental On-line Learning Task
Losing, Viktor ; Hammer, Barbara ; Wersing, Heiko2016Dedicated Memory Models for Continual Learning in the Presence of Concept Drift
Losing, Viktor ; Hammer, Barbara ; Wersing, Heiko2016Facial Communicative Signal Interpretation in Human-Robot Interaction by Discriminative Video Subsequence Selection
Lang, Christian ; Wachsmuth, Sven ; Hanheide, Marc ; Wersing, HeikoIncremental on-line learning: A review and comparison of state of the art algorithms
Losing, Viktor ; Hammer, Barbara ; Wersing, HeikoIn: Neurocomputing, Jg. 275, S. 1261-1274Interactive Online Learning for Obstacle Classification on a Mobile Robot
Losing, Viktor ; Hammer, Barbara ; Wersing, Heiko2015KNN Classifier with Self Adjusting Memory for Heterogeneous Concept Drift
Losing, Viktor ; Hammer, Barbara ; Wersing, Heiko2016Online Learning of Objects and Faces in an Integrated Biologically Motivated Architecture
Wersing, Heiko ; Kirstein, Stephan ; Götting, Michael ; Brandl, Holger ; Dunn, Mark ; Mikhailova, Inna ; Görick, Christian ; Steil, Jochen J. ; Ritter, Helge ; Körner, Edgar2007Personalized Maneuver Prediction at Intersections
Losing, Viktor ; Hammer, Barbara ; Wersing, Heiko2017Self-Adjusting Memory: How to Deal with Diverse Drift Types
Losing, Viktor ; Hammer, Barbara ; Wersing, Heiko2017