Research

Publications

Academic publications by CCDS researchers.

312 publications

Per page:

2025

Nabarun Halder, Armun Alam, Jahanggir Hossain Setu, Ashraful Islam, M. Ashraful Amin

Emotion Recognition in Bangla Text: An Ensemble Approach with Data Augmentation using BanglaBERT and MultiBERT

2025 17th International Conference on Computer and Automation Engineering (ICCAE), pp. 6-11, 2025

Conference PaperDOI URL

Moinul Alam, Mostafa Hasan, Arvil Nath Akash, Md Junayed Hossain, Ashraful Islam, Sanzar Adnan Alam

A Theoretical Framework for Decentralized Intrusion Detection in Smart Networks Using Blockchain and Machine Learning

Advanced Information Networking and Applications, pp. 245–256, 2025

Conference PaperDOI URL

Jahanggir Hossain Setu, Nabarun Halder, Ashraful Islam, M. Ashraful Amin

RSTHFS: A Rough Set Theory-Based Hybrid Feature Selection Method for Phishing Website Classification

IEEE Access 13, pp. 68820-68830, 2025

Journal ArticleDOI URL

Nabarun Halder, Tunisha Yanoor Bristy, Mohammad Arshad Hossain Ratul, Md Zahangir Alam, Mehedi Hassan, Ashraful Islam, M. Ashraful Amin

Performance Analysis of Machine Learning Models for Detecting Anomalous Traffic in Internet of Medical Things

2025 6th International Conference on Artificial Intelligence, Robotics and Control (AIRC), pp. 482-487, 2025

Conference PaperDOI URL

Tasmia Tahmida, Syed Tangim Pasha, Mehedi Hassan, Ashraful Islam, M. Ashraful Amin

Integrating Supervised and Self-Supervised Models for an Enhanced PCOS Detection: A Data-Driven Approach with Machine Learning Perspective

2025 6th International Conference on Artificial Intelligence, Robotics and Control (AIRC), pp. 499-503, 2025

Conference PaperDOI URL

Tabia Tanzin Prama, Md. Jobayer Rahman, Marzia Zaman, Farhana Sarker, Khondaker A. Mamun

DiaBD: A diabetes dataset for enhanced risk analysis and research in Bangladesh

Data in Brief 61, pp. 111746, 2025

Journal ArticleDOI URL

Afsana Akter Rupa, Md Arko Ayon Chowdhury, Sadia Noor Mou, Md Lifat Rahi, Amin Ahsan Ali, Haseena Khan, Md Ashraful Amin, Mohammad Riazul Islam

Deciphering Salinity-Induced Transcriptomic Variations inOsmoregulatory Tissues Gills and Kidney of Hilsa Shad (Tenualosa ilisha)

Bioresearch Communications 11(2), pp. 1764–1777, 2025

Journal ArticleDOI URL

2024

S. Akhter, M. M. Alam, M. S. Islam, M. A. Momen, M. S. Islam, M. Shoyaib

Low-cost orthogonal basis-core extraction for classification and reconstruction using tensor ring overlay panel

Pattern Recognition 154, pp. 110548, 2024

Journal ArticleDOI URL

S. T. Pasha, A. Islam, S. Sikder, M. T. Habib, M. Z. Alam, M. A. Amin

Using an Ensemble Machine Learning Model with Explainable AI (XAI) to Diagnose Gestational Diabetes Mellitus

Diabetes Research and Clinical Practice (DRCP), 2024 209, pp. 111504, 2024

Conference PaperDOI URL

M. M. Rahman, A. Islam, S. T. Pasha, M. U. Islam, M. Z. Alam

A Federated Learning Approach for Type-2 Diabetes Detection Using a Naive Bayes Classifier

Diabetes Research and Clinical Practice (DRCP) 209, pp. 111538, 2024

Conference PaperDOI URL

A. Islam, B. M. Chaudhry, A. M. Islam

Relational Agents for Type-2 Diabetes Management

Diabetes Research and Clinical Practice (DRCP), 2024 209, pp. 111184, 2024

Conference PaperDOI URL

A. Islam, E. Ahmed, M. Zaman, F. H. Rangon, M. A. Amin, R. Islam

Assessing Early Stage Design of a mHealth App for Gestational Diabetes Mellitus Management in Bangladeshi Women

Diabetes Research and Clinical Practice (DRCP), 2024 209, pp. 111502, 2024

Conference PaperDOI URL

M. A. B. Khaled, S. Yasmin, A. S. M. F. A. Haque, A. Islam, E. Ahmed, B. M. Chaudhry

Conceptual Design and Evaluation Plan of a Mobile Relational Agent for Dengue Management in Bangladesh

International Conference on Design Science Research in Information Systems and Technology (DESRIST), 2024

Conference Paper

M. Islam, N. M. Nayan, A. Islam, S. Sikder, M. R. Rashel, M. Z. Alam

Recent Advancements of Computer Vision in Healthcare: A Systematic Review

IEIE Transactions on Smart Processing and Computing, 2024 13(6), pp. 562-571, 2024

Journal ArticleDOI URL

Tasnuba Badrul, Faria Anjum, Md. Shahim Uddin Saba, Tayaba Sultana Hossain, Ashraful Islam

Usability and User Experience Evaluation of a Travel Planning App Developed in Bangla Utilizing User-Centered Design Principle

2024 International Conference on Advanced Computing and Systems (AdcomSYS), pp. 299-310, 2024

Conference PaperDOI URL

N. Halder, J. H. Setu, A. Islam, S. Alam, M. Z. Alam

Performance Comparison of LSTM-based Machine Intelligence for Stress Diagnosis in Humans Using Two and Four Physiological Signals Facilitated by Smartwatches

International Conference on Advanced Communication and Intelligent Systems (ICACIS), 2024

Conference Paper

Mohammad Arshad Hossain Ratul, Tunisha Yanoor Bristy, Noorjahan Sayeed, Ashraful Islam, Beenish Moalla Chaudhry

MatrikalinDiabetes: User-Centered Design of a mHealth App for Gestational Diabetes Mellitus Management and Education Among Bangladeshi Women

International Conference on Human-Computer Interaction, pp. 173-188, 2024

Conference PaperDOI URL

Istiaq Ahmed, Syed Niaz Mohtasim, Faiza Omar Arpita, Ashraful Islam, M. Ashraful Amin

A Conceptual Design Framework of GorbhoShongi App for Mental Well-being Among Bangladeshi Pregnant and Postpartum Women

26th International Conference on Human-Computer Interaction, pp. 3-13, 2024

Conference PaperDOI URL

Sumyia Afnan Mukta, Mahfuja Khanam, Kalpika Paul, Azrin Ahmed, Ashraful Islam, Asif Mahmood

ProbinShasthoBondhu: A User-Centered mHealth App for Enhancing Elderly Health Management in Bangladesh

26th International Conference on Human-Computer Interaction, pp. 256-272, 2024

Conference PaperDOI URL

Jahanggir Hossain Setu, Md Sazzad Hossain, Nabarun Halder, Ashraful Islam, M Ashraful Amin

Securing Bluetooth Technology Against The BrakTooth Vulnerabilities Through Hybrid Machine Learning Model

3rd International Conference on Computational Modelling, Simulation and Optimization, pp. 59-65, 2024

Conference PaperDOI URL