11 Publikationen

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  • [11]
    2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982084
    Losing, Viktor, Yoshikawa, Taizo, Hasenjaeger, Martina, Hammer, Barbara, and Wersing, Heiko. 2019. “Personalized Online Learning of Whole-Body Motion Classes using Multiple Inertial Measurement Units”. In 2019 International Conference on Robotics and Automation (ICRA), 9530-9536. IEEE.
    PUB | DOI
     
  • [10]
    2019 | Bielefelder E-Dissertation | PUB-ID: 2936581 OA
    Losing, Viktor. 2019. Memory Models for Incremental Learning Architectures. Bielefeld: Universität Bielefeld.
    PUB | PDF | DOI
     
  • [9]
    2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982088
    Losing, Viktor, Wersing, Heiko, and Hammer, Barbara. 2018. “Enhancing Very Fast Decision Trees with Local Split-Time Predictions”. In 2018 IEEE International Conference on Data Mining (ICDM), 287-296. IEEE.
    PUB | DOI
     
  • [8]
    2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2917201
    Losing, Viktor, Hammer, Barbara, and Wersing, Heiko. 2018. “Tackling heterogeneous concept drift with the Self-Adjusting Memory (SAM)”. KNOWLEDGE AND INFORMATION SYSTEMS 54 (1): 171-201.
    PUB | DOI | WoS
     
  • [7]
    2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2914730 OA
    Losing, Viktor, Hammer, Barbara, and Wersing, Heiko. 2018. “Incremental on-line learning: A review and comparison of state of the art algorithms”. Neurocomputing 275: 1261-1274.
    PUB | PDF | DOI | WoS
     
  • [6]
    2017 | Konferenzbeitrag | PUB-ID: 2914734 OA
    Losing, Viktor, Hammer, Barbara, and Wersing, Heiko. 2017. “Self-Adjusting Memory: How to Deal with Diverse Drift Types”. Presented at the International Joint Conference on Artificial Intelligence (IJCAI) 2017, Melbourne . International Joint Conferences on Artificial Intelligence.
    PUB | PDF | DOI
     
  • [5]
    2017 | Konferenzbeitrag | PUB-ID: 2914732 OA
    Losing, Viktor, Hammer, Barbara, and Wersing, Heiko. 2017. “Personalized Maneuver Prediction at Intersections”. Presented at the IEEE Intelligent Transportation Systems Conference 2017, Yokohama .
    PUB | PDF
     
  • [4]
    2016 | Konferenzbeitrag | PUB-ID: 2907624 OA
    Losing, Viktor, Hammer, Barbara, and Wersing, Heiko. 2016. “Choosing the Best Algorithm for an Incremental On-line Learning Task”. Presented at the European Symposium on Artificial Neural Networks, Brügge .
    PUB | PDF
     
  • [3]
    2016 | Konferenzbeitrag | PUB-ID: 2908455 OA
    Losing, Viktor, Hammer, Barbara, and Wersing, Heiko. 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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  • [2]
    2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2907622 OA
    Losing, Viktor, Hammer, Barbara, and Wersing, Heiko. 2016. “KNN Classifier with Self Adjusting Memory for Heterogeneous Concept Drift”. In 2016 IEEE 16th International Conference on Data Mining (ICDM), 291-300. Piscataway, NJ: IEEE.
    PUB | PDF | DOI
     
  • [1]
    2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2776021 OA
    Losing, Viktor, Hammer, Barbara, and Wersing, Heiko. 2015. “Interactive Online Learning for Obstacle Classification on a Mobile Robot”. Presented at the International Joint Conference on Neural Networks, Killarney, Ireland . IEEE.
    PUB | PDF | DOI
     

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