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

Author

Dharvi Soni

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Review Open access Oct 2026

Weather-Conditioned Small-Target Detection in Low-Resolution Aerial Imagery: A Review of Robust YOLO Strategies

The number of pixels required for representing small military objects in aerial im-ages is minimal, and down sampling, background complexity and weak texture can reduce the information necessary to accurately localize and classify these ob-jects. The appearance and contrast is further changed by haze, fog and rain, whi...

Amisha Varia, Shashang Degadwala, Dharvi Soni · 0 citations
Review Open access Oct 2026

A Review of Learning Paradigms and Artifact Representations for Software Defect Risk Prediction

The software quality risk prediction helps in resource allocation for software testing and maintenance by predicting the risk of software components. Recently, the research has moved from statistical and machine-learning classifiers to feature selection, class-imbalance handling, ensemble learning, source-code represen...

Monika Parth Limbachiya, S. Degadwala, Dharvi Soni · 0 citations
Open access Jul 2026

Beyond the Signature: Machine Learning for Adaptive Cyber Threat Intelligence

The proposed approach treats ML as one layer of a broader defense system, combining automated pattern recognition with threat context and human expertise to improve detection speed, reduce alert fatigue, and support adaptive cyber defense.

Mitra Bhargeshbhai Patel, Bindi Bhatt, Dharvi Soni et al. · 0 citations

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