TSEM: Temporally-Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series
| Document Type: | Conference Object |
|---|---|
| Language: | English |
| Author: | Anh-Duy Pham, Anastassia Kuestenmacher, Paul G. Ploeger |
| Parent Title (English): | Arai (Ed.): Advances in Information and Communication. Proceedings of the 2023 Future of Information and Communication Conference (FICC), Volume 2 |
| Pagenumber: | 22 |
| First Page: | 183 |
| Last Page: | 204 |
| ISBN: | 978-3-031-28072-6 |
| DOI: | https://doi.org/10.1007/978-3-031-28073-3_13 |
| Publisher: | Springer |
| Place of publication: | Cham |
| Date of first publication: | 2023/03/02 |
| Copyright: | © 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG |
| Keyword: | Attention; CNN; Explainability; Multivariate time series classification; RNN; Spatiotemporality; Temporally-weighted |
| Departments, institutes and facilities: | Fachbereich Informatik |
| Dewey Decimal Classification (DDC): | 0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik |
| Entry in this database: | 2023/03/17 |
