Author

Viktor Losing

Observed names: Losing Viktor, Losing, Viktor

Observed institutions: Bielefeld University, Honda (Germany)

ORCID: 0000-0002-7444-1904

Observed ORCID: 0000-0002-7444-1904

OpenAlex ID: A5005558095

Incremental on-line learning: A review and comparison of state of the art algorithms

2017 · Viktor Losing, Barbara Hammer, et al. · Neurocomputing · 397

KNN Classifier with Self Adjusting Memory for Heterogeneous Concept Drift

2016 · Viktor Losing, Barbara Hammer, et al. · Proceedings · 260

Tackling heterogeneous concept drift with the Self-Adjusting Memory (SAM)

2017 · Viktor Losing, Barbara Hammer, et al. · Knowledge and Information Systems · 48

Interactive online learning for obstacle classification on a mobile robot

2015 · Viktor Losing, Barbara Hammer, et al. · International Joint Conference on Neural Networks (IJCNN) · 45

A Multi-Modal Gait Database of Natural Everyday-Walk in an Urban Environment

2022 · Viktor Losing, Martina Hasenjäger · Scientific Data · 43

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Self-Adjusting Memory: How to Deal with Diverse Drift Types

2017 · Viktor Losing, Barbara Hammer, et al. · International Joint Conference on Artificial Intelligence · 27

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Guiding visual search tasks using gaze-contingent auditory feedback

2014 · Viktor Losing, Lukas Rottkamp, et al. · ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp) · 23

Choosing the Best Algorithm for an Incremental On-line Learning Task

2016 · Viktor Losing, Barbara Hammer, et al. · Publikationen an der Universität Bielefeld (Universität Bielefeld) · 21

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Learning Fast and Slow: A Unified Batch/Stream Framework

2018 · Jacob Montiel, Albert Bifet, et al. · IEEE International Conference on Big Data (BigData) · 11

Personalized maneuver prediction at intersections

2017 · Viktor Losing, Barbara Hammer, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 10

Enhancing Very Fast Decision Trees with Local Split-Time Predictions

2018 · Viktor Losing, Heiko Wersing, et al. · Proceedings · 8

Personalized Online Learning of Whole-Body Motion Classes using Multiple Inertial Measurement Units

2019 · Viktor Losing, Taizo Yoshikawa, et al. · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · 7

Machine learning for human movement understanding

2020 · Taizo Yoshikawa, Viktor Losing, et al. · Advanced Robotics · 6

Randomizing the Self-Adjusting Memory for Enhanced Handling of Concept Drift

2020 · Viktor Losing, Barbara Hammer, et al. · International Joint Conference on Neural Networks (IJCNN) · 6

Situational Question Answering using Memory Nets

2022 · Joerg Deigmoeller, Pavel Smirnov, et al. · International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management · 3

Extraction of Common-Sense Relations from Procedural Task Instructions using BERT

2021 · Viktor Losing, Lydia Fischer, et al. · Global WordNet Conference (GWC) · 3

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Extraction of Common Physical Properties of Everyday Objects from Structured Sources

2022 · Viktor Losing, Julian Eggert · International Conference on Natural Language Processing and Information Retrieval (NLPIR) · 1

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Database (single file)

2022 · Losing, Viktor, Hasenjäger, Martina · Figshare · 1

Personalized Online Learning with Pseudo-Ground Truth

2020 · Viktor Losing, Martina Hasenjager, et al. · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 1

Dedicated Memory Models for Continual Learning in the Presence of Concept Drift

2016 · Viktor Losing, Barbara Hammer, et al. · Publikationen an der Universität Bielefeld (Universität Bielefeld) · 1

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Database (splitted 6/9)