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WindowSHAP: An Efficient Framework for Explaining Time-series Classifiers based on Shapley Values.

, , , , и . CoRR, (2022)

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Hooshang Nayebi

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Recurrent Neural Network based Time-Series Modeling for Long-term Prognosis Following Acute Traumatic Brain Injury., , , , , и . AMIA, AMIA, (2021)A Self-Supervised Learning-based Approach to Clustering Multivariate Time-Series Data with Missing Values (SLAC-Time): An Application to Traumatic Brain Injury Phenotyping., , , , , и . CoRR, (2023)A self-supervised learning-based approach to clustering multivariate time-series data with missing values (SLAC-Time): An application to TBI phenotyping., , , , , и . J. Biomed. Informatics, (2023)An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain Injury., , , , и . AMIA, AMIA, (2022)WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley values., , , , и . J. Biomed. Informatics, (августа 2023)WindowSHAP: An Efficient Framework for Explaining Time-series Classifiers based on Shapley Values., , , , и . CoRR, (2022)Identifying TBI Physiological States by Clustering of Multivariate Clinical Time-Series., , , , , и . CoRR, (2023)A Framework for Bayesian Optimization in Embedded Subspaces., , и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 4752-4761. PMLR, (2019)