Research

Publications

Academic publications by CCDS researchers.

312 publications

Per page:

2024

Noor Masrur, Nabarun Halder, Sami Rashid, Ashraful Islam, Tarem Ahmed

Performance Analysis of Ensemble and DNN Models for Decoding Mental Stress Utilizing ECG-Based Wearable Data Fusion

IEEE 12th International Black Sea Conference on Communications and Networking, pp. 276-279, 2024

Conference PaperDOI URL

Abu Musa Sakib, Sanzar Adnan Alam, Ashraful Islam

User-Centered Design and Validation of mHealth App for Providing Vital Assistance and Emergency Healthcare Support in Bangladesh

6th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, pp. 1-6, 2024

Conference PaperDOI URL

Sarah Binte Mahbub, Nafis Islam, Mehedi Hasan Surem, Ayatullah Arefin, Md Rashid Shabab, Ashraful Islam

GorbhoKotha: a mHealth App for Maternal Support in Bangladesh Utilizing User-Centered Design Principles

6th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, pp. 1-6, 2024

Conference PaperDOI URL

Md. Safirur Rashid, Md. Samin Morshed, Muhammad Usama Islam, Sami Rashid, Asif Mahmud, Ashraful Islam

Mycological Examination of Microscopic Fungi Images with Deep Learning and Gradient Weighted Class Activation Mapping Visualization

IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, pp. 01-08, 2024

Conference PaperDOI URL

Nabarun Halder, Yousra Tabassum, Anika Islam, Nusrat Sultana, J. M. Sadik-Ul Islam Smaron, Ashraful Islam

Design and Evaluation of the PustiPothika mHealth App: A Machine Learning-Enabled Solution for Daily Nutritional Monitoring and Recommendations in Bangladesh

IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, pp. 01-07, 2024

Conference PaperDOI URL

Nayema Khatun, Nabarun Halder, Ashraful Islam, Md Zahangir Alam

Performance Evaluation of Machine Learning and Deep Learning Models for Predicting Type-2 Diabetes on Balanced and Imbalanced Data

IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, pp. 1-9, 2024

Conference PaperDOI URL

Sami Rashid, Tasnuba Badrul, Lishan Rafid, Jahanggir Hossain Setu, Nabarun Halder, Ashraful Islam

Ensemble and Deep Learning Approaches for Automated Screening of Anxiety, Depression, and Burnout in Medical Student Populations

IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, pp. 01-10, 2024

Conference PaperDOI URL

Syed Tangim Pasha, Nabarun Halder, Jahanggir Hossain Setu, Ashraful Islam, Md Zahangir Hossain

Physiological Signal Data-Driven Workplace Stress Detection Among Healthcare Professionals Using BiLSTM-AM and Ensemble Stacking Models

IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, Dubai, pp. 1-10, 2024

Conference PaperDOI URL

Farhan Khan, Tanima Ahamed Tulon, Noor Masrur, Md. Jihanul Hasan, Ashraful Islam

Development and Evaluation of ShasthoBondhu: mHealth App for Guiding Emergency Remote Healthcare with Wearable IoT and AI Fusion

IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, pp. 01-10, 2024

Conference PaperDOI URL

Mohammed Tahmid Hossain, Sabrina Masum Meem, Jahanggir Hossain Setu, Nabarun Halder, Ashraful Islam, Md Zahangir Alam

Cyberattacks Classification on Internet of Medical Things Using Information Gain Feature Selection and Machine Learning

IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, pp. 1-10, 2024

Conference PaperDOI URL

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

Preliminary Design Validation of a mHealth Tool for Gestational Diabetes Mellitus Management and Education in Bangladeshi Women

IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, pp. 1-8, 2024

Conference PaperDOI URL

Mahmudul Islam, Sami Rashid, Lishan Rafid, Tasnuba Badrul, Ashaful Islam, Beenish M Chaudhry

Design and Evaluation of a Smartwatch-Based Physiological Signal-Driven Workplace Stress Management mHealth Tool for Bangladeshi Healthcare Professionals

IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, pp. 1-10, 2024

Conference PaperDOI URL

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

Smartwatch-Based Human Stress Diagnosis Utilizing Physiological Signals and LSTM-Driven Machine Intelligence

2024 Advances in Science and Engineering Technology International Conferences (ASET), pp. 01-08, 2024

Conference PaperDOI URL

Jahanggir Hossain Setu, Nabarun Halder, Sankar Sikder, Ashraful Islam, Md Zahangir Alam

Empowering Multiclass Classification and Data Augmentation of Arabic News Articles Through Transformer Model

2024 International Joint Conference on Neural Networks (IJCNN), pp. 1-7, 2024

Conference PaperDOI URL

K. A. U. Zaman, A. Islam, M. A. Sayed

Dataset of computer science course queries from students: Categorized and scored according to Bloom’s taxonomy

Data in Brief, 2024 53, pp. 110109, 2024

Journal ArticleDOI URL

K. A. U. Zaman, A. Islam, M. A. Sayed

Render Lighting Dataset: A Collection of Rendered Images with Varied Lighting Conditions using Blender Render Engines

Data in Brief, 2024 54, pp. 110331, 2024

Journal ArticleDOI URL

Jewel K. Ghosh, M. Arshad Momen

An effective theory of anomalous charge diffusion from holography

Nuclear Physics B 1005, pp. 116585, 2024

Journal ArticleDOI URL

Mir Sazzat Hossain, AKM Mahbubur Rahman, Md. Ashraful Amin, Amin Ahsan Ali

Lightweight Recurrent Neural Network for Image Super-resolution

IEEE Int'l Conf on Image Processing, pp. 1567-1573, 2024

Conference PaperDOI URL

Fahim Ahmed, Md Fahim, AKM Mahabubur Rahman, M Ashraful Amin, Amin Ahsan Ali

Improving the Performance of Transformer-based Models Over Classical Baselines in Multiple Transliterated Languages

European Conference on Artificial Intelligence, 2024

Conference PaperDOI URL

Nusrat Sultana, Anika Islam, Yousra Tabassum, Jahanggir Hossain Setu, Asif Mahmud, Ashraful Islam, M. Ashraful Amin

Segment Anything Model 2 (SAM 2) for Accurate Flood Detection in Remote Sensing Imagery

2024 7th Asia Conference on Cognitive Engineering and Intelligent Interaction (CEII 2024), pp. 1-5, 2024

Conference PaperDOI URL