Author

Md. Ehsanul Haque

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Open access Jul 2026

Cross-domain intelligent fault diagnosis with superlet spectrograms and a parameter-efficient CNN-Transformer hybrid.

Results validate that the proposed framework provides an effective, robust, and generalizable solution for industrial fault diagnosis.

S. Anik, Md. Ehsanul Haque, Fahmid Al Farid et al. · Scientific Reports · 0 citations

Open access Jul 2026

An efficient and interpretable intrusion detection framework for software-defined networks with multi-class imbalanced data using genetic and GAN-based optimization

A hybrid SDN-based IDS framework that integrates Generative Adversarial Networks (GANs) to handle imbalanced datasets, one-way ANOVA and Genetic Algorithm for feature selection, baseline classifier optimization using Grid Search and Explainable AI techniques to achieve robust, accurate, and interpretable intrusion dete...

Md. Tamim Hasan Saykat, Md. Ehsanul Haque, Fahmid Al Farid et al. · Scientific Reports · 0 citations