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]

@inproceedings{ErmshausSL22,
  title = {Window Size Selection in Unsupervised Time Series Analytics: A Review and Benchmark},
  author = {Arik Ermshaus and Patrick Schäfer 0001 and Ulf Leser},
  year = {2022},
  doi = {10.1007/978-3-031-24378-3_6},
  url = {https://doi.org/10.1007/978-3-031-24378-3_6},
  researchr = {https://researchr.org/publication/ErmshausSL22},
  cites = {0},
  citedby = {0},
  pages = {83-101},
  booktitle = {Advanced Analytics and Learning on Temporal Data - 7th ECML PKDD Workshop, AALTD 2022, Grenoble, France, September 19-23, 2022, Revised Selected Papers},
  editor = {Thomas Guyet and Georgiana Ifrim and Simon Malinowski and Anthony J. Bagnall and Patrick Schäfer 0001 and Vincent Lemaire 0001},
  volume = {13812},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-24378-3},
}