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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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M. Alkuwari

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Review Open access Sep 2026

Exploring Trends and Gaps in Artificial Intelligence-Assisted Forensic Firearm Evidence Analysis: A Scoping Review

Background: Artificial intelligence (AI) is increasingly used in forensic firearm evidence analysis to improve pattern recognition, automation, and analytical efficiency. Despite advances in machine learning (ML) and deep learning (DL), limitations in scientific validation, explainability, expert involvement, and judic...

M. Alkuwari, Fathelalem A. Hija · 0 citations

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