Explainable Deep Learning Models for Trustworthy Decision Support in High-Stakes Data Science Applications

Deep learning models are increasingly deployed in high-stakes domains such as healthcare, finance, and public decision systems, where predictive errors and opaque reasoning can lead to significant societal consequences. Despite their superior predictive capabilities, most deep learning systems remai...

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Bibliographic Details

Main Authors:	Nurul Adha Oktarini, Saputri, Adeen, Amjad, Aleena, Jamil
Format:	Article
Language:	en en
Published:	INTI International University 2026
Subjects:	Q Science (General) QA75 Electronic computers. Computer science QA76 Computer software
Online Access:	http://eprints.intimal.edu.my/2299/2/852 http://eprints.intimal.edu.my/2299/3/jods2026_02.pdf http://eprints.intimal.edu.my/2299/ http://ipublishing.intimal.edu.my/jods.html
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