From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks

Alfeo, AL; Zippo, AG; Catrambone, V; Cimino, MGCA; Toschi, N; Valenza, G

Alfeo, AL (通讯作者)，Univ Pisa, Dept Informat Engn, Largo Lucio Lazzarino 1, I-56126 Pisa, Italy.;Alfeo, AL (通讯作者)，Univ Pisa, Bioengn & Robot Res Ctr E Piaggio, Largo Lucio Lazzarino 1, I-56126 Pisa, Italy.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023; 236 ():

Abstract

Background: Explainable artificial intelligence (XAI) is a technology that can enhance trust in mental state classifications by providing explanations......

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