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Post Hoc Explainability for Time Series Classification: Toward a signal processing perspective.

, , , , and . IEEE Signal Process. Mag., 39 (4): 119-129 (2022)

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On searching and indexing sequences of temporal intervals., and . Data Min. Knowl. Discov., 31 (3): 809-850 (2017)Information-Entropy-Based DNS Tunnel Prediction., , and . IFIP Int. Conf. Digital Forensics, volume 532 of IFIP Advances in Information and Communication Technology, page 127-140. Springer, (2018)Forests of Randomized Shapelet Trees., , and . SLDS, volume 9047 of Lecture Notes in Computer Science, page 126-136. Springer, (2015)Conformal Prediction Using Random Survival Forests., , , , , and . ICMLA, page 812-817. IEEE, (2017)RTEX: A novel methodology for Ranking, Tagging, and Explanatory diagnostic captioning of radiography exams., , , and . CoRR, (2020)Size Matters: Finding the Most Informative Set of Window Lengths., , and . ECML/PKDD (2), volume 7524 of Lecture Notes in Computer Science, page 451-466. Springer, (2012)Cellular Traffic Prediction and Classification: A Comparative Evaluation of LSTM and ARIMA., , , and . DS, volume 11828 of Lecture Notes in Computer Science, page 129-144. Springer, (2019)Locally and globally explainable time series tweaking., , , and . Knowl. Inf. Syst., 62 (5): 1671-1700 (2020)Efficient Generalized Temporal Pattern Mining in Big Time Series Using Mutual Information., , , and . CoRR, (2023)Social context discovery from temporal app use patterns., and . UbiComp Adjunct, page 397-402. ACM, (2014)