Motif-Guided Time Series Counterfactual Explanations-Reference-Cited by-同舟云学术

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Motif-Guided Time Series Counterfactual Explanations

Published:2023 Issue: Volume: Page:203-215
ISSN:0302-9743
Container-title:Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges
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Author:

Li Peiyu,Boubrahimi Soukaïna Filali,Hamdi Shah Muhammad

Publisher

Springer Nature Switzerland

Link

https://link.springer.com/content/pdf/10.1007/978-3-031-37731-0_16

Reference29 articles.

1. Adadi, A., Berrada, M.: Peeking inside the black-box: a survey on explainable artificial intelligence (XAI). IEEE Access 6, 52138–52160 (2018)

2. Ates, E., Aksar, B., Leung, V.J., Coskun, A.K.: Counterfactual explanations for multivariate time series. In: 2021 International Conference on Applied Artificial Intelligence (ICAPAI), pp. 1–8. IEEE (2021)

3. Boubrahimi, S.F., Aydin, B., Schuh, M.A., Kempton, D., Angryk, R.A., Ma, R.: Spatiotemporal interpolation methods for solar event trajectories. APJs 236(1), 23 (2018)

4. Dau, H.A., et al.: The UCR time series archive. IEEE/CAA J. Automat. Sin. 6(6), 1293–1305 (2019)

5. Delaney, E., Greene, D., Keane, M.T.: Instance-based counterfactual explanations for time series classification. In: Sánchez-Ruiz, A.A., Floyd, M.W. (eds.) ICCBR 2021. LNCS (LNAI), vol. 12877, pp. 32–47. Springer, Cham (2021). https://doi.org/10.1007/978-3-030-86957-1_3

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Subgroup Discovery with SD4Py;Communications in Computer and Information Science;2024

2. CELS: Counterfactual Explanations for Time Series Data via Learned Saliency Maps;2023 IEEE International Conference on Big Data (BigData);2023-12-15

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