ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW Barycenter Averaging

Ali Ismail-Fawaz, Hassan Ismail Fawaz, François Petitjean, Maxime Devanne, Jonathan Weber, Stefano Berretti, Geoffrey I. Webb, Germain Forestier. ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW Barycenter Averaging. In Georgiana Ifrim, Romain Tavenard, Anthony J. Bagnall, Patrick Schäfer 0001, Simon Malinowski, Thomas Guyet, Vincent Lemaire 0001, editors, Advanced Analytics and Learning on Temporal Data - 8th ECML PKDD Workshop, AALTD 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers. Volume 14343 of Lecture Notes in Computer Science, pages 127-142, Springer, 2023. [doi]

Abstract

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