Research

Publications

Academic publications by CCDS researchers.

2025

Mst. Shikha Khatun, Anikah Hossain, Sumaiya Akter, Md Abu Sayed, Ashraful Islam, M. Ashraful Amin

Designing HepCare App: Promoting Hepatitis Prevention and Awareness in Bangladesh

Human-Centered Design, Operation and Evaluation of Mobile Communications, pp. 300–318, 2025

Conference PaperDOI URL

Computer scienceHepatitisWorld Wide Web

Nuha Najibah, Nahin Fatima, Md Alimuzzaman Farsi, Md Abu Sayed, Ashraful Islam, M. Ashraful Amin, Md. Fazal Karim

Designing a Mobile App for a National Liver Cancer Registry in Bangladesh

Human-Centered Design, Operation and Evaluation of Mobile Communications, pp. 329–346, 2025

Conference PaperDOI URL

Computer scienceMobile appsCancerWorld Wide Web

Bushra Rahman, Afsana Rubyat, Mohammad Faiyaz Uz Zaman, Nabarun Halder, Ashraful Islam, M. Ashraful Amin

Early-Stage Development of a Handwritten Prescription Interpretation App for Bangladeshi Citizens

Human-Centered Design, Operation and Evaluation of Mobile Communications, pp. 347–366, 2025

Conference PaperDOI URL

Computer scienceStage (stratigraphy)Interpretation (philosophy)Medical prescriptionArtificial intelligenceNatural language processingSpeech recognition

Tabriji Islam, Khandaker Umme Salma, Newaz Ben Alam, Ratna Saha, Ashraful Islam, M. Ashraful Amin

Initial Design of a Serious Game for Reducing Risks of Prenatal Excessive Gestational Weight Gain in Bangla

Human-Centered Design, Operation and Evaluation of Mobile Communications, pp. 227–246, 2025

Conference PaperDOI URL

Computer scienceBengaliObstetricsWeight gain

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

IoV Cyberattack Detection via TabTransformer on CAN Bus Communications

Innovative Computing 2025, Volume 4, pp. 59–65, 2025

Conference PaperDOI URL

Computer scienceComputer networkComputer securityEmbedded system

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

Cross-Dataset Framework for Diabetes Prediction with KAN and MLP

Innovative Computing 2025, Volume 4, pp. 66–72, 2025

Conference PaperDOI URL

Computer scienceArtificial intelligenceMachine learning

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

BlockchainIntrusion detection systemComputer scienceComputer securityDistributed computingArtificial intelligence

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

PhishingComputer scienceRough setFeature selectionSelection (genetic algorithm)Set (abstract data type)Feature (linguistics)Artificial intelligenceFeature extractionSet theoryData miningPattern recognition (psychology)Machine learning

2024

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

Computer scienceHealth careData scienceArtificial intelligenceHuman–computer interactionComputer vision

N. Halder, T. P. Proma, J. H. Setu, A. Noor, A. Islam, M. A. Amin

Using Transformers for Emotion Recognition in Bangla Text: A Comparative Study of MultiBERT and BanglaBERT with Data Augmentation

23rd IEEE International Conference on Machine Learning and Applications (ICMLA), pp. 1657-1662, 2024

Conference PaperDOI URL

BengaliComputer scienceEmotion recognitionTransformerSpeech recognitionArtificial intelligenceNatural language processingPattern recognition (psychology)

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

ECGInsight: A Web Application-Based Approach to Myocardial Infarction Detection From ECG Image Reports Utilizing ResNet

23rd IEEE International Conference on Machine Learning and Applications (ICMLA), pp. 514-519, 2024

Conference PaperDOI URL

Residual neural networkComputer scienceArtificial intelligenceWeb applicationComputer visionPattern recognition (psychology)

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

Flood mythRemote sensingComputer scienceComputer visionArtificial intelligence

Mahmudul Islam, Syed Tangim Pasha, Jahanggir Hossain Setu, Nabarun Halder, Ashraful Islam, M. Ashraful Amin

Comparative Analysis of Machine Learning Models for Diabetes Prediction: A Cross-Dataset Study of Bangladeshi and Pima Indian Populations

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

Conference PaperDOI URL

Computer scienceArtificial intelligenceMachine learning

Mohammad Faiyaz Uz Zaman, Bushra Rahman, Afsana Rubyat, Nabarun Halder, Asif Mahmud, Ashraful Islam, M. Ashraful Amin

Recognizing Medicine Names from Bangladeshi Handwritten Prescription Images Using TrOCR

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

Conference PaperDOI URL

Medical prescriptionComputer scienceArtificial intelligenceNatural language processingSpeech recognitionPattern recognition (psychology)

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

Computer scienceArtificial intelligenceArtificial neural networkImage (mathematics)Computer visionResolution (logic)Image resolution

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

TransformerComputer scienceNatural language processingArtificial intelligence

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

Tensor (intrinsic definition)Benchmark (surveying)Basis (linear algebra)Computer scienceOrthogonal basisRing (chemistry)AlgorithmPattern recognition (psychology)Tensor productCore (optical fiber)Artificial intelligenceMathematics

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

DiffusionHolographyCharge (physics)Diffusion theoryStatistical physicsPhysicsTheoretical physics

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

Computer scienceArabicTransformerNatural language processingArtificial intelligenceData modelingInformation retrievalSpeech recognition

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

Decoding methodsComputer scienceWearable computerMental stressStress (linguistics)Sensor fusionSpeech recognitionArtificial intelligence