11 Publikationen
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2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982084Losing, V., Yoshikawa, T., Hasenjaeger, M., Hammer, B., & Wersing, H. (2019). Personalized Online Learning of Whole-Body Motion Classes using Multiple Inertial Measurement Units. 2019 International Conference on Robotics and Automation (ICRA), 9530-9536. IEEE. https://doi.org/10.1109/ICRA.2019.8794251
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2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982088Losing, V., Wersing, H., & Hammer, B. (2018). Enhancing Very Fast Decision Trees with Local Split-Time Predictions. 2018 IEEE International Conference on Data Mining (ICDM), 287-296. IEEE. https://doi.org/10.1109/ICDM.2018.00044
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2016 | Konferenzbeitrag | PUB-ID: 2908455Losing, V., Hammer, B., & Wersing, H. (2016). Dedicated Memory Models for Continual Learning in the Presence of Concept Drift. Presented at the Continual Learning Workshop of the Thirtieth Annual Conference on Neural Information Processing Systems (NIPS), Barcelona.
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2907622Losing, V., Hammer, B., & Wersing, H. (2016). KNN Classifier with Self Adjusting Memory for Heterogeneous Concept Drift. 2016 IEEE 16th International Conference on Data Mining (ICDM), 291-300. Piscataway, NJ: IEEE. doi:10.1109/ICDM.2016.0040
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2776021Losing, V., Hammer, B., & Wersing, H. (2015). Interactive Online Learning for Obstacle Classification on a Mobile Robot. Presented at the International Joint Conference on Neural Networks, Killarney, Ireland. doi:10.1109/IJCNN.2015.7280610