Window Size Selection in Unsupervised Time Series Analytics: A Review and Benchmark

Arik Ermshaus, Patrick Schäfer 0001, Ulf Leser. Window Size Selection in Unsupervised Time Series Analytics: A Review and Benchmark. In Thomas Guyet, Georgiana Ifrim, Simon Malinowski, Anthony J. Bagnall, Patrick Schäfer 0001, Vincent Lemaire 0001, editors, Advanced Analytics and Learning on Temporal Data - 7th ECML PKDD Workshop, AALTD 2022, Grenoble, France, September 19-23, 2022, Revised Selected Papers. Volume 13812 of Lecture Notes in Computer Science, pages 83-101, Springer, 2022. [doi]

Abstract

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