11 Publikationen
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2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982084Personalized Online Learning of Whole-Body Motion Classes using Multiple Inertial Measurement UnitsPUB | DOI
Losing V, Yoshikawa T, Hasenjaeger M, Hammer B, Wersing H (2019)
In: 2019 International Conference on Robotics and Automation (ICRA). IEEE: 9530-9536. -
2019 | Bielefelder E-Dissertation | PUB-ID: 2936581Memory Models for Incremental Learning ArchitecturesPUB | PDF | DOI
Losing V (2019)
Bielefeld: Universität Bielefeld. -
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982088Enhancing Very Fast Decision Trees with Local Split-Time PredictionsPUB | DOI
Losing V, Wersing H, Hammer B (2018)
In: 2018 IEEE International Conference on Data Mining (ICDM). IEEE: 287-296. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2917201Tackling heterogeneous concept drift with the Self-Adjusting Memory (SAM)PUB | DOI | WoS
Losing V, Hammer B, Wersing H (2018)
KNOWLEDGE AND INFORMATION SYSTEMS 54(1): 171-201. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2914730Incremental on-line learning: A review and comparison of state of the art algorithmsPUB | PDF | DOI | WoS
Losing V, Hammer B, Wersing H (2018)
Neurocomputing 275: 1261-1274. -
2017 | Konferenzbeitrag | PUB-ID: 2914734Self-Adjusting Memory: How to Deal with Diverse Drift TypesPUB | PDF | DOI
Losing V, Hammer B, Wersing H (2017)
Presented at the International Joint Conference on Artificial Intelligence (IJCAI) 2017, Melbourne. -
2017 | Konferenzbeitrag | PUB-ID: 2914732Personalized Maneuver Prediction at IntersectionsPUB | PDF
Losing V, Hammer B, Wersing H (2017)
Presented at the IEEE Intelligent Transportation Systems Conference 2017, Yokohama. -
2016 | Konferenzbeitrag | PUB-ID: 2907624Choosing the Best Algorithm for an Incremental On-line Learning TaskPUB | PDF
Losing V, Hammer B, Wersing H (2016)
Presented at the European Symposium on Artificial Neural Networks, Brügge. -
2016 | Konferenzbeitrag | PUB-ID: 2908455Dedicated Memory Models for Continual Learning in the Presence of Concept DriftPUB | PDF
Losing V, Hammer B, Wersing H (2016)
Presented at the Continual Learning Workshop of the Thirtieth Annual Conference on Neural Information Processing Systems (NIPS), Barcelona. -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2907622KNN Classifier with Self Adjusting Memory for Heterogeneous Concept DriftPUB | PDF | DOI
Losing V, Hammer B, Wersing H (2016)
In: 2016 IEEE 16th International Conference on Data Mining (ICDM). Piscataway, NJ: IEEE: 291-300. -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2776021Interactive Online Learning for Obstacle Classification on a Mobile RobotPUB | PDF | DOI
Losing V, Hammer B, Wersing H (2015)
Presented at the International Joint Conference on Neural Networks, Killarney, Ireland.