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Literatur
Memory Models for Incremental Learning Architectures
Losing, Viktor
2019
Interactive Online Learning for Obstacle Classification on a Mobile Robot
Losing, Viktor
;
Hammer, Barbara
;
Wersing, Heiko
2015
Adaptive scene-dependent filters in online learning environments
Götting, Michael
;
Steil, Jochen J.
;
Wersing, Heiko
;
Körner, Edgar
;
Ritter, Helge
2006
Using context for the combination of off-line and on-line learning
Queißer, Jeffrey
2012
Rejection and online learning with prototype-based classifiers in adaptive metrical spaces
Fischer, Lydia
2016
Incremental on-line learning: A review and comparison of state of the art algorithms
Losing, Viktor
;
Hammer, Barbara
;
Wersing, Heiko
In: Neurocomputing, Vol. 275, page 1261-1274
Choosing the Best Algorithm for an Incremental On-line Learning Task
Losing, Viktor
;
Hammer, Barbara
;
Wersing, Heiko
2016
Dedicated Memory Models for Continual Learning in the Presence of Concept Drift
Losing, Viktor
;
Hammer, Barbara
;
Wersing, Heiko
2016
Adaptive scene dependent filters for segmentation and online learning of visual objects
Steil, Jochen J.
;
Götting, Michael
;
Wersing, Heiko
;
Körner, Edgar
;
Ritter, Helge
In: Neurocomputing, Vol. 70 Issue 7-9, page 1235-1246
Mitigating Concept Drift via Rejection
Göpfert, Jan Philip
;
Hammer, Barbara
;
Wersing, Heiko
;
Kurkova, Vera (Ed.)
;
Manolopoulos, Yannis (Ed.)
;
Hammer, Barbara (Ed.)
;
Iliadis, Lazaros (Ed.)
;
Maglogiannis, Ilias (Ed.)
In: Artificial Neural Networks and Machine Learning – ICANN 2018. Proceedings, Part I, Vol. 11139
2018
Active Learning for Image Recognition Using a Visualization-Based User Interface
Limberg, Christian
;
Krieger, Kathrin
;
Wersing, Heiko
;
Ritter, Helge
;
Tetko, Igor V. (Ed.)
;
Kůrková, Věra (Ed.)
;
Karpov, Pavel (Ed.)
;
Theis, Fabian (Ed.)
In: Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning, Vol. 11728, page 495-506
Online 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, Edgar
2007