Mr. Tanoy Debnath

• Lecturer-Contractual ( October 11, 2021 – May 31, 2022)
  Department of Computer Science and Engineering, Green University of Bangladesh
• Deputy Moderator- ( May 13, 2022 – Present)
  Green University Computer Club (GUCC)                                                                                                                          Department of Computer Science and Engineering, Green University of Bangladesh

Journal Article:

1. Tanoy Debnath, Md. Mahfuz Reza, Anichur Rahman, Shahab S. Band and Hamid AlinejadRokny, “Four-Layer ConvNet to Facial Emotion Recognition with Minimal Epochs and the Significance of Data Diversity,” Published in: Scientific Reports (Sci 12, 6991(2022)) under Nature. DOI: https://doi.org/10.1038/s41598-022-11173-0
2. Md. Saikat Islam Khan, Anichur Rahman, Tanoy Debnath, Md. Razaul Karim, Mostofa Kamal Nasir, Shahab S. Band, Amir Mosavi, Dr. Abdollah Dehzangi, “Accurate Brain Tumor Detection Using Deep Convolutional Neural Network”, Published in: Computational and Structural Biotechnology Journal under Elsevier. DOI: 10.1016/j.csbj.2022.08.039
3. Md.Mahfuz Reza, Tanoy Debnath, Sadee Ibn Sultan, “Outliers Elimination: A Modified Clustering Technique of K-means Algorithm”, Journal of Scientific and Engineering Research (IJSER), vol. 9, Issue. 3, March 2018. Link: https://www.ijser.org/onlineResearchPaperViewer.aspx?Outliers-Elimination-AModified-Clustering-Technique-of-K-means-Algorithm.pdf
4. Anichur Rahman, Prayag Tiwari, Shahab S. Band, Dipanjali Kundu, Md. Jahidul Islam, Tanoy Debnath, Neeraj Kumar, “On the ICN-IoT with Federated Learning Integration of Communication Concepts, Security-Privacy Issues, Applications, and Future Perspectives”, Published in: Future Generation Computer Systems  under Elsevier. DOI: https://doi.org/10.1016/j.future.2022.08.004
5. Anichur Rahman, Md. Sazzad Hossain, Ghulam Muhammad, Dipanjali Kundu, Tanoy Debnath, Muaz Rahman, Md. Saikat Islam Khan, Prayag Tiwari, Shahab S. Band, “Federated Learning-based AI approaches in Smart Healthcare: Concepts, Taxonomies, Challenges and Open Issues, Security-Privacy Issues, Applications, and Future Perspectives,” Published in: Cluster Computing Journal under Springer Nature. DOI: 10.1007/s10586-022-03658-4

Journal Paper in Review:

1. Md. Saikat Islam Khan, Anichur Rahman, Md. Mahbubur Rahman, Tanoy Debnath, Dipanjali Kundu, Shahab S. Band, Iman Dehzangi, Hamid Alinejad-Rokny, Amir H. Mosavi “CovidMulti-Net: A Parallel-Dilated Multi Scale Feature Fusion Architecture for the Identification of COVID-19 Cases from Chest X-ray Images,” Submitted to: Sensors Journal under MDPI.
2. Anichur Rahman, Dipanjali Kundu, Tanoy Debnath, Muaz Rahman, Md. Jahidul Islam, Kamrul Hasan, Shahab S. Band, Neeraj Kumar, “Blockchain-Enabled AI Techniques for Industrial IoT Management: Recent Advances, Integration Challenges, and Future Directions”, Submitted to: IEEE Transaction on Network and Service Management  (TNSM) Journal under IEEE.

SCHOLARSHIP:

• University Dean Scholarship for Excellent Academic Performance ( 2018-2019 )                                                          Mawlana Bhashani Science and Technology University

RESEARCH INTERESTS:

• Machine Learning
• Deep Learning
• IoT
• Data Mining, Databases
• Federated Learning
• Neural Network and Artificial Intelligence
• Computer Vision, Image Processing
• Network Security
• Bioinformatics
• Human Computer Interaction (HCI)

Professional Training:

Certificate Course on Teaching and Learning (CTL)

Location: Green University of Bangladesh

Duration : 3 months