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

Author

A. Mustapha

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2 papers indexed here

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Open access Oct 2026

Hybrid TF-IDF and Character N-Gram-Based Feature Extraction for Ambiguity Detection in Software Requirements

Ambiguity in Software Requirement Specifications (SRS) is a critical issue in software engineering. Traditional ambiguity detection approaches rely on lexical or rule-based techniques, which capture surface-level patterns but fail to represent structural variations in requirement statements. This study proposes a hybri...

F. Khalid, Muhammad Yaseen, Gohar Rahman et al. · 0 citations
Conference Sep 2026

YOLOv8-based Pedestrian Detection for Malaysian Urban Traffic Surveillance: A Case Study at Bukit Bintang MRT

The importance of pedestrian detection for intelligent transportation systems and city surveillance lies in the need for precise pedestrian identification to ensure road safety and optimize traffic efficiency. In this paper, deep learning techniques are investigated for detecting pedestrians in real-time video streams...

Kausellea Perthisvararaj, A. Mustapha, Salama A. Mostafa et al. · 0 citations

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