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Author

M. Salman

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Open access 2026

A Block Double Proportionate Sign Adaptive Filter: Derivation and Convergence Analysis

This paper proposes the Block Double Proportionate Sign Adaptive Filter (BDP-SAF) for sparse system identification in impulsive noise environments. The algorithm brings three mechanisms that are individually established in the adaptive filtering literature, namely block-level proportionate adaptation, zero-attraction a...

M. Salman, Hadi Zayyani, F. A. P. de Figueiredo et al. · 0 citations
Open access Jul 2026

Adaptive hyperparameter optimization in artificial neural networks using the bobcat optimization algorithm (BOA)

This study proposes an adaptive hyperparameter optimization framework based on the Bobcat Optimization Algorithm for tuning the learning rate and momentum of an ANN, and demonstrates that BOA-ANN achieves a test accuracy of 98.30%, outperforming Bayesian optimization, the Secretary Algorithm, and Automated Model Compre...

Mohammed Majid Abdulrazzaq, Nehad T. A. Ramaha, A. A. Hameed et al. · 0 citations

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