Explainable AI for sign language recognition models: Integrating Grad-Cam LIME and Integrated Gradients

Fatima-Zahrae El-Qoraychy; Marco Antonio Moreno-Armendariz; Yazan Mualla; Hui Zhao; Mahjoub Dridi; Jean-Charles Créput; Luca Longo

doi:10.1371/journal.pone.0336481

Explainable AI for sign language recognition models: Integrating Grad-Cam LIME and Integrated Gradients

Fatima-Zahrae El-Qoraychy
, Marco Antonio Moreno-Armendariz (Editor)
, Yazan Mualla
, Hui Zhao
, Mahjoub Dridi
, Jean-Charles Créput
, Luca Longo

School of Computer Science and Information Technology

Research output: Contribution to journal › Article › peer-review

Original language	Undefined/Unknown
Journal	PLOS ONE
DOIs	https://doi.org/10.1371/journal.pone.0336481
Publication status	Published - 10 Dec 2025

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10.1371/journal.pone.0336481

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title = "Explainable AI for sign language recognition models: Integrating Grad-Cam LIME and Integrated Gradients",

author = "Fatima-Zahrae El-Qoraychy and Moreno-Armendariz, \{Marco Antonio\} and Yazan Mualla and Hui Zhao and Mahjoub Dridi and Jean-Charles Cr{\'e}put and Luca Longo",

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T1 - Explainable AI for sign language recognition models: Integrating Grad-Cam LIME and Integrated Gradients

AU - El-Qoraychy, Fatima-Zahrae

AU - Mualla, Yazan

AU - Zhao, Hui

AU - Dridi, Mahjoub

AU - Créput, Jean-Charles

AU - Longo, Luca

A2 - Moreno-Armendariz, Marco Antonio

PY - 2025/12/10

Y1 - 2025/12/10

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DO - 10.1371/journal.pone.0336481

M3 - Article

SN - 1932-6203

JO - PLOS ONE

JF - PLOS ONE

ER -

Explainable AI for sign language recognition models: Integrating Grad-Cam LIME and Integrated Gradients

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