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

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Zainab H. Mohammad

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2 papers indexed here

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Open access Aug 2026

DOA Estimation using Multi-head Self-Attention with Relative Positional Encoding and Hybrid Multi-Objective Grey Wolf Optimization

The performance of the suggested method for DOA estimation was superior to that of conventional existing techniques of MUSIC, SVR, and ESPRIT, establishing the efficacy of the suggested method for DOA estimation in realistic scenarios.

Zainab H. Mohammad, S. Hamad, Safaa K. Hussaine et al. · 1 citation
Open access Aug 2026

Privacy-Preserving Intrusion Detection in Industrial IoT Ecosystems via Decentralized Federated Learning with Proximal Regularization

A privacy-preserving, robust, localized deep learning-based IDS, which utilizes Federated Proximal (FedProx) optimization and incorporates parameterized proximal regularization term (mu = 0.5) as a part of local loss function to penalize client parameters deviation and eliminate client drift phenomenon is suggested.

Zainab H. Mohammad · 0 citations

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