Prediction of Odor Descriptor Group of Essential Oils from Mass Spectra using Machine Learning. - Tanoy Debnath; Dani Prasetyawan; Takamichi Nakamoto (ISOEN, 2019)

Transfer Learning-Assisted DementiaNet: A Four Layer Deep CNN for Accurate Alzheimer's Disease Detection from MRI Images. - Sultana Umme Habiba; Tanoy Debnath; Md. Khairul Islam; Lutfun Nahar; Mohammad Shahadat Hossain; Nanziba Basnin; Karl Andersson 001 (BI, 2023)

On the ICN-IoT with federated learning integration of communication: Concepts, security-privacy issues, applications, and future perspectives. - Anichur Rahman; Kamrul Hasan 010; Dipanjali Kundu; Md. Jahidul Islam; Tanoy Debnath; Shahab S. Band; Neeraj Kumar 001 (Future Gener. Comput. Syst., 2023)

Federated learning-based AI approaches in smart healthcare: concepts, taxonomies, challenges and open issues. - Anichur Rahman; Md. Sazzad Hossain; Ghulam Muhammad; Dipanjali Kundu; Tanoy Debnath; M. Sohel Rahman; Md. Saikat Islam Khan; Prayag Tiwari; Shahab S. Band (Clust. Comput., 2023)

Mondrian inductive conformal classifier for the quantitative structure-odor relationship to estimate prediction confidence. - Tanoy Debnath; Kenji Oishi; Akio Nakabayashi (ISOEN, 2024)

SMARD: A Cost Effective Smart Agro Development Technology for Crops Disease Classification. - Tanoy Debnath; Shadman Wadith; Anichur Rahman (CoRR, 2024)

Blockchain-based AI Methods for Managing Industrial IoT: Recent Developments, Integration Challenges and Opportunities. - Anichur Rahman; Dipanjali Kundu; Tanoy Debnath; Muaz Rahman; Airin Afroj Aishi; Jahidul Islam (CoRR, 2024)

Computer vision-based hybrid efficient convolution for isolated dynamic sign language recognition. - Prothoma Khan Chowdhury; Kabiratun Ummi Oyshe; Muhammad Aminur Rahaman; Tanoy Debnath; Anichur Rahman; Neeraj Kumar 001 (Neural Comput. Appl., 2024)

Performance evaluation of optimal ensemble learning approaches with PCA and LDA-based feature extraction for heart disease prediction. - Md. Sakhawat Hossain Rabbi; Md. Masbahul Bari; Tanoy Debnath; Anichur Rahman; Avik Kumar Das; Md. Parvez Hossain; Ghulam Muhammad (Biomed. Signal Process. Control., 2025)

From AI to the Era of Explainable AI in Healthcare 5.0: Current State and Future Outlook. - Anichur Rahman; Dipanjali Kundu; Tanoy Debnath; Muaz Rahman; Utpol Kanti Das; Abu Saleh Musa Miah; Ghulam Muhammad (Expert Syst. J. Knowl. Eng., 2025)

Comparative Analysis Based on DeepSeek, ChatGPT, and Google Gemini: Features, Techniques, Performance, Future Prospects. - Anichur Rahman; Shahariar Hossain Mahir; Md. Tanjum An Tashrif; Airin Afroj Aishi; Md. Ahsan Karim; Dipanjali Kundu; Tanoy Debnath; Md. Abul Ala Moududi; MD. Zunead Abedin Eidmum (CoRR, 2025)

Computer Vision-based Advanced Hybrid Convolutional Neural Network to Recognize Sign Language for both Numeral and Alphabet Signs. - Kabiratun Ummi Oyshe; Md Ikramul Haque Nirjon; Muhammad Aminur Rahaman; Tanoy Debnath; Utpol Kanti Das; Anichur Rahman (Signal Image Video Process., 2025)

PriFL-XAI: Hybrid privacy-preserving federated learning models for monkeypox detection through GAN augmentation and explainable AI. - Shahariar Hossain Mahir; Md. Tanjum An Tashrif; Aysha Siddika Shathe; Md. Ahsan Karim; Anichur Rahman; Dipanjali Kundu; Tanoy Debnath; Ghulam Muhammad (Biomed. Signal Process. Control., 2026)