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Fast and robust video-based exercise classification via body pose tracking and scalable multivariate time series classifiers.

, , , , , , , , and . Data Min. Knowl. Discov., 37 (2): 873-912 (March 2023)

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AMEE: A Robust Framework for Explanation Evaluation in Time Series Classification., , and . CoRR, (2023)Fast Time Series Classification with Random Symbolic Subsequences., and . AALTD@ECML/PKDD, volume 13812 of Lecture Notes in Computer Science, page 50-65. Springer, (2022)An Examination of the State-of-the-Art for Multivariate Time Series Classification., , , and . ICDM (Workshops), page 243-250. IEEE, (2020)MrSQM: Fast Time Series Classification with Symbolic Representations., and . CoRR, (2021)An Examination of Wearable Sensors and Video Data Capture for Human Exercise Classification., , , , , , , and . ECML/PKDD (6), volume 14174 of Lecture Notes in Computer Science, page 312-329. Springer, (2023)Interpretable Time Series Classification using Linear Models and Multi-resolution Multi-domain Symbolic Representations., , , , and . CoRR, (2020)Fast and Robust Video-Based Exercise Classification via Body Pose Tracking and Scalable Multivariate Time Series Classifiers., , , , , , , , and . CoRR, (2022)A short tutorial for time series classification and explanation with MrSQM., and . Softw. Impacts, (2022)Interpretable time series classification using linear models and multi-resolution multi-domain symbolic representations., , , , and . Data Min. Knowl. Discov., 33 (4): 1183-1222 (2019)A Model-Agnostic Approach to Quantifying the Informativeness of Explanation Methods for Time Series Classification., , and . AALTD@PKDD/ECML, volume 12588 of Lecture Notes in Computer Science, page 77-94. Springer, (2020)