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ExTea: An Evolutionary Algorithm-Based Approach for Enhancing Explainability in Time-Series Models
We introduce an EXplainable artificial intelligence method targeting Time-series model based on Evolutionary Algorithm (ExTea). ExTea conceptualizes explanations as evolving individuals and employs an innovative pyramidal structure for optimizing potential explanations, categorized into newborn, tested, and elite stages.
黄逸然
,
Yexu Zhou
,
Haibin Zhao
,
Likun Fang
,
Till Riedel
,
Michael Beigl
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