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Author

Faisal Islam

ORCID: 0009-0009-5731-6042
Observed ORCID: 0009-0009-5731-6042
OpenAlex ID: A5137945708
Reliability-aware transformer-to-CNN knowledge distillation for efficient cotton leaf disease classification
2026 · Faisal Islam, Partha Jyoti Roy, et al. · Next research.
Comparative Analysis of Transfer Learning Models for Multi-Class Skin Disease Classification on HAM10000
2026 · Partha Jyoti Roy, Faisal Islam · Advances in intelligent systems research/Advances in Intelligent Systems Research
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Explainable Cotton Leaf Disease Classification: A Comparative Evaluation of Transfer Learning Models
2026 · Faisal Islam, Partha Jyoti Roy, et al. · IEEE International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN)
An Uncertainty-Aware and Explainable Feature-Fusion DenseNet for Cotton Leaf Disease Classification Using Monte Carlo Dropout and Grad-CAM
2026 · Partha Jyoti Roy, Faisal Islam, et al. · IEEE International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN)
Performance and Stability Evaluation of Oversampling-Based CNN Models for Multi-Class Skin Lesion Classification
2026 · Partha Jyoti Roy, Faisal Islam, et al. · IEEE International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN)
Reversible Jump MCMC for Neural Network Selection: A Comparative Study Against Information Criteria
2025 · Faisal Islam, Aciful Islam Khan, et al. · International Conference on Computer and Information Technology (ICCIT)
Works count: 6
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