@inproceedings{felsberger:hal-03414728, TITLE = {{Explainable Deep Learning for Fault Prognostics in Complex Systems: A Particle Accelerator Use-Case}}, AUTHOR = {Felsberger, Lukas and Apollonio, Andrea and Cartier-Michaud, Thomas and M{\"u}ller, Andreas and Todd, Benjamin and Kranzlm{\"u}ller, Dieter}, URL = {https://inria.hal.science/hal-03414728}, BOOKTITLE = {{4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE)}}, ADDRESS = {Dublin, Ireland}, EDITOR = {Andreas Holzinger and Peter Kieseberg and A Min Tjoa and Edgar Weippl}, PUBLISHER = {{Springer International Publishing}}, SERIES = {Machine Learning and Knowledge Extraction}, VOLUME = {LNCS-12279}, PAGES = {139-158}, YEAR = {2020}, MONTH = Aug, DOI = {10.1007/978-3-030-57321-8\_8}, KEYWORDS = {Prognostics and diagnostics ; Explainable AI ; Deep learning ; Multivariate time series}, PDF = {https://inria.hal.science/hal-03414728/file/497121_1_En_8_Chapter.pdf}, HAL_ID = {hal-03414728}, HAL_VERSION = {v1}, }