Evaluating Explanation Methods for Multivariate Time Series Classification

Davide Italo Serramazza, Thu-Trang Nguyen, Thach Le Nguyen, Georgiana Ifrim. Evaluating Explanation Methods for Multivariate Time Series Classification. 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 159-175, Springer, 2023. [doi]

@inproceedings{SerramazzaNNI23,
  title = {Evaluating Explanation Methods for Multivariate Time Series Classification},
  author = {Davide Italo Serramazza and Thu-Trang Nguyen and Thach Le Nguyen and Georgiana Ifrim},
  year = {2023},
  doi = {10.1007/978-3-031-49896-1_11},
  url = {https://doi.org/10.1007/978-3-031-49896-1_11},
  researchr = {https://researchr.org/publication/SerramazzaNNI23},
  cites = {0},
  citedby = {0},
  pages = {159-175},
  booktitle = {Advanced Analytics and Learning on Temporal Data - 8th ECML PKDD Workshop, AALTD 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers},
  editor = {Georgiana Ifrim and Romain Tavenard and Anthony J. Bagnall and Patrick Schäfer 0001 and Simon Malinowski and Thomas Guyet and Vincent Lemaire 0001},
  volume = {14343},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-49896-1},
}