TSEM: Temporally-Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series
Document Type: | Conference Object |
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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 |