Beyond Cross-Validation—Accuracy Estimation for Incremental and Active Learning Models
Limberg, Christian, Wersing, Heiko, Ritter, Helge
Published in Machine learning and knowledge extraction (01.09.2020)
Published in Machine learning and knowledge extraction (01.09.2020)
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Journal Article
“Please watch right” – Evaluation of a speech-based on-demand assistance system for urban intersections
Schoemig, Nadja, Heckmann, Martin, Wersing, Heiko, Maag, Christian, Neukum, Alexandra
Published in Transportation research. Part F, Traffic psychology and behaviour (01.04.2018)
Published in Transportation research. Part F, Traffic psychology and behaviour (01.04.2018)
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Journal Article
Development of a Cooperative On-Demand Intersection Assistant
Martin Heckmann, Heiko Wersing, Dennis Orth, Dorothea Kolossa, Nadja Schömig, Mark Dunn
Published in International journal of automotive engineering (Tokyo) (01.04.2019)
Published in International journal of automotive engineering (Tokyo) (01.04.2019)
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Journal Article
Development of a Cooperative On-Demand Intersection Assistant: Concept Evaluation, Personalization and Prototype Implementation
Heckmann, Martin, Wersing, Heiko, Orth, Dennis, Kolossa, Dorothea, Schömig, Nadja, Dunn, Mark
Published in International Journal of Automotive Engineering (2019)
Published in International Journal of Automotive Engineering (2019)
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Journal Article
Incremental on-line learning: A review and comparison of state of the art algorithms
Losing, Viktor, Hammer, Barbara, Wersing, Heiko
Published in Neurocomputing (Amsterdam) (31.01.2018)
Published in Neurocomputing (Amsterdam) (31.01.2018)
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Journal Article
A Survey of Personalization for Advanced Driver Assistance Systems
Hasenjager, Martina, Heckmann, Martin, Wersing, Heiko
Published in IEEE transactions on intelligent vehicles (01.06.2020)
Published in IEEE transactions on intelligent vehicles (01.06.2020)
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Journal Article
Online learning of objects in a biologically motivated visual architecture
Wersing, Heiko, Kirstein, Stephan, Götting, Michael, Brandl, Holger, Dunn, Mark, Mikhailova, Inna, Goerick, Christian, Steil, Jochen, Ritter, Helge, Körner, Edgar
Published in International journal of neural systems (01.08.2007)
Published in International journal of neural systems (01.08.2007)
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Journal Article
Optimal local rejection for classifiers
Fischer, Lydia, Hammer, Barbara, Wersing, Heiko
Published in Neurocomputing (Amsterdam) (19.11.2016)
Published in Neurocomputing (Amsterdam) (19.11.2016)
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Journal Article
Tackling heterogeneous concept drift with the Self-Adjusting Memory (SAM)
Losing, Viktor, Hammer, Barbara, Wersing, Heiko
Published in Knowledge and information systems (2018)
Published in Knowledge and information systems (2018)
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Journal Article
Interpretable Locally Adaptive Nearest Neighbors
Göpfert, Jan Philip, Wersing, Heiko, Hammer, Barbara
Published in Neurocomputing (Amsterdam) (22.01.2022)
Published in Neurocomputing (Amsterdam) (22.01.2022)
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Journal Article
What you need to know about a learning robot: Identifying the enabling architecture of complex systems
Beierling, Helen, Richter, Phillip, Brandt, Mara, Terfloth, Lutz, Schulte, Carsten, Wersing, Heiko, Vollmer, Anna-Lisa
Published in Cognitive systems research (01.12.2024)
Published in Cognitive systems research (01.12.2024)
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Journal Article
Intuitiveness in Active Teaching
Gopfert, Jan Philip, Kuhl, Ulrike, Hindemith, Lukas, Wersing, Heiko, Hammer, Barbara
Published in IEEE transactions on human-machine systems (01.06.2022)
Published in IEEE transactions on human-machine systems (01.06.2022)
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Journal Article
Tactile encoding of directions and temporal distances to safety hazards supports drivers in overtaking and intersection scenarios
Krüger, Matti, Wiebel-Herboth, Christiane B., Wersing, Heiko
Published in Transportation research. Part F, Traffic psychology and behaviour (01.08.2021)
Published in Transportation research. Part F, Traffic psychology and behaviour (01.08.2021)
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Journal Article
A life-long learning vector quantization approach for interactive learning of multiple categories
Kirstein, Stephan, Wersing, Heiko, Gross, Horst-Michael, Körner, Edgar
Published in Neural networks (01.04.2012)
Published in Neural networks (01.04.2012)
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Journal Article