Article

Haque, Md. Ehsanul and Absur, Md. Nurul and Farid, Fahmid Al and Siam, Md Kamrul and Uddin, Jia and Abdul Karim, Hezerul (2026) BearFusionNet: A Multi-Stream Attention-Based Deep Learning Framework with Explainable AI for Accurate Detection of Bearing Casting Defects. Computers, Materials & Continua, 86 (3). pp. 1-10. ISSN 1546-2226

Khatun, Mst. Rokeya and Al Farid, Fahmid and Dhar, Sharith and Islam, Md. Saiful and Uddin, Jia and Abdul Karim, Hezerul (2026) CBAM-enhanced lightweight CNN for wafer map defect classification. Frontiers in Electronics, 7. ISSN 2673-5857

Alfaz, Nazia and Sarwar, Talha and Farid, Fahmid Al and Miah, Md Saef Ullah and Afrin, Sadia and Rahman, Shakila and Uddin, Jia and Abdul Karim, Hezerul (2026) CompoundDenseNet: a novel approach for accurate recognition of Bangla handwritten compound characters. Frontiers in Artificial Intelligence, 9. ISSN 2624-8212

Aoyon, Rifat Sarker and Farid, Fahmid Al and Hossain, Ismail and Zabin, Mahe and Mansor, Sarina and Uddin, Jia (2026) DSSeg-FLHA: A Decentralized Secure Self-Adapting Image Segmentation Framework Using Federated Learning and Hybrid Architectures. Computers, Materials & Continua, 88 (2). pp. 1-10. ISSN 1546-2226

Khan, Abuzar and Al Farid, Fahmid and Junaid, Ahmad and Siddique, Muhammad Farooq and Iqbal, Abid and Siddique, Muhammad Shahzad and Uddin, Jia and Karim, Hezerul Abdul and Husnain, Ghassan (2026) Early-warning industrial fault detection based on physics-guided residual learning and calibrated CRNNs. Scientific Reports, 16 (1). ISSN 2045-2322

Abdul Karim, Hezerul and Begum, Momotaz and Shiplu, Ariful Islam and Shuvo, Mehedi Hasan and Al Farid, Fahmid and Jerin, Sumaiya Ismat and Uddin, Jia (2026) Enhancing reliability in electrical grids: A hybrid machine learning approach for electrical faults classification. PLOS One, 21 (2). e0341238. ISSN 1932-6203

Rahman, Ashikur and Al Farid, Fahmid and Bashar, Mohammad Abul and Uddin, Jia and Mahmud, Arif and Abdul Karim, Hezerul (2026) Examining the influence of deterrent and enhancement factors on QR-code mobile payment continuance intention: insights from PLS-SEM and IPMA analysis. Frontiers in Big Data, 8. ISSN 2624-909X

Haque, Md. Ehsanul and Farid, Fahmid Al and Siam, Md. Kamrul and Absur, Md. Nurul and Uddin, Jia and Abdul Karim, Hezerul (2026) LeafSightX: an explainable attention-enhanced CNN fusion model for apple leaf disease identification. Frontiers in Artificial Intelligence, 8. ISSN 2624-8212

Abdul Karim, Hezerul and Santo, Md Mehedi Hasan and Bhoyan, Fuyad Hasan and Farhad, Fuad Ibne Jashim and Farid, Fahmid Al and Chakraborty, Sovon and Mehedi, Md Humaion Kabir and Uddin, Jia (2026) MaxGRNet: A multi-axis vision transformer with improved generalization for eye disease classification using explainable AI with insertion-deletion operations on fundus images. PLOS One, 21 (4). e0346329. ISSN 1932-6203

Mahmud, Arif and Rahman, Ashikur and Farid, Fahmid Al and Uddin, Jia and Abdul Karim, Hezerul (2026) Modeling household adoption of IoT-based home security in Dhaka: a PLS–machine learning framework. Frontiers in Big Data, 9. ISSN 2624-909X

Corraya, Sonia and Farid, Fahmid Al and Kaiser, M Shamim and Al Mamun, Shamim and Uddin, Jia and Abdul Karim, Hezerul (2026) Predicting Students’ Cognitive Profiles Using Explainable Machine Learning. International Journal of Advanced Computer Science and Applications, 17 (1). ISSN 2158107X

Akter, Muslima and Farid, Fahmid Al and Ahmad, Md Yousuf and Hossain Raju, Md Azad and Rahman, Sowad and Uddin, Jia and Abdul Karim, Hezerul (2026) When uncertainty guides learning: a highly effective approach to kidney disease classification in CT imaging. Frontiers in Big Data, 9. ISSN 2624-909X

Chakraborty, Sovon and Das, Protiva and Farid, Fahmid Al and Bhoyan, Fuyad Hasan and Sadeque, Farig Yousuf and Uddin, Jia and Abdul Karim, Hezerul (2026) An explainable transformer framework for sentiment analysis in aviation workforce data. Decision Analytics Journal, 18. p. 100693. ISSN 2772-6622

Akram, Muhammad Waqar and Dhar, Sharith and Al Farid, Fahmid and Islam, Md Saiful and Uddin, Jia and Mansor, Sarina (2026) A hybrid system for detecting semiconductor wafer defects using modified MobileNet with multi-head attention. PLOS One, 21 (4). e0346595. ISSN 1932-6203

Mehedi, Md Humaion Kabir and Farid, Fahmid Al and Rhythm, Ehsanur Rahman and Rahman, Farhin and Hasib, Khan Md and Uddin, Jia and Mansor, Sarina (2025) Deep hierarchical networks for sentiment analysis of restaurant reviews from food apps. Scientific Reports, 15 (1). ISSN 2045-2322

Haque, Md. Ehsanul and Nurul Absur, Md. and Al Farid, Fahmid and Uddin, Jia and Abdul Karim, Hezerul (2025) A novel interpretable and real-time dengue prediction framework using clinical blood parameters with genetic and GAN-based optimization. Frontiers in Artificial Intelligence, 8. ISSN 2624-8212

Aknda, Md. Rifat and Farid, Fahmid Al and Uddin, Jia and Mansor, Sarina and Kibria, Muhammad Golam (2025) SCCM: An Interpretable Enhanced Transfer Learning Model for Improved Skin Cancer Classification. BioMedInformatics, 5 (3). p. 43. ISSN 2673-7426

Navin, Nawshin and Farid, Fahmid Al and Rakin, Raiyen Z. and Tanzim, Sadman S. and Rahman, Mashrur and Rahman, Shakila and Uddin, Jia and Abdul Karim, Hezerul (2025) Bilingual Sign Language Recognition: A YOLOv11-Based Model for Bangla and English Alphabets. Journal of Imaging, 11 (5). p. 134. ISSN 2313-433X

Siam, Ahsan Habib and Haque, Md. Ehsanul and Farid, Fahmid Al and Sutradhar, Anindita and Uddin, Jia and Mansor, Sarina (2025) A Blockchain-Based Hybrid Framework for Secure and Scalable Electronic Health Record Management in In-Patient Follow-Up Tracking. Computers, Materials & Continua, 86 (3). pp. 1-10. ISSN 1546-2226

Shahariar Parvez, A. H. M. and Samiul Islam, Md. and Al Farid, Fahmid and Yeasmin, Tashida and Islam Akash, Md. Monirul and Azam, Md. Shafiul and Uddin, Jia and Abdul Karim, Hezerul (2025) Enhancing Bangla handwritten character recognition using Vision Transformers, VGG-16, and ResNet-50: a performance analysis. Frontiers in Big Data, 8. ISSN 2624-909X

Siddika, Ayesha and Begum, Momotaz and Al Farid, Fahmid and Uddin, Jia and Abdul Karim, Hezerul (2025) Enhancing Software Defect Prediction Using Ensemble Techniques and Diverse Machine Learning Paradigms. Eng, 6 (7). p. 161. ISSN 2673-4117

Sharmin, Shaila and Farid, Fahmid Al and Jihad, Md. and Rahman, Shakila and Uddin, Jia and Rafi, Rayhan Kabir and Hossan, Radia and Abdul Karim, Hezerul (2025) A Hybrid CNN Framework DLI-Net for Acne Detection with XAI. Journal of Imaging, 11 (4). p. 115. ISSN 2313-433X

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Farid, Fahmid Al and Isa, Wan Noorshahida Mohd and Uddin, Jia and Karim, Hezerul Abdul and Mansor, Sarina and Balaganesh, Duraisamy and Sarker, Md Tanjil (2025) Optical flow and deep learning-based anomaly detection for hajj pilgrimage crowd monitoring. Signal, Image and Video Processing, 19 (9). ISSN 1863-1703

Dipo, Mosharof Hossain and Farid, Fahmid Al and Al Mahmud, Md. Sifti and Momtaz, Muntasir and Rahman, Shakila and Uddin, Jia and Abdul Karim, Hezerul (2025) Real-Time Waste Detection and Classification Using YOLOv12-Based Deep Learning Model. Digital, 5 (2). p. 19. ISSN 2673-6470

Al Farid, Fahmid and Bari, Ahsanul and Miah, Abu Saleh Musa and Mansor, Sarina and Uddin, Jia and Kumaresan, S. Prabha (2025) A Structured and Methodological Review on Multi-View Human Activity Recognition for Ambient Assisted Living. Journal of Imaging, 11 (6). p. 182. ISSN 2313-433X

Rakin, Raiyen Z. and Rahman, Mahmudur and Borsa, Kanij F. and Farid, Fahmid Al and Rahman, Shakila and Uddin, Jia and Karim, Hezerul Abdul (2025) Towards Safer Cities: AI-Powered Infrastructure Fault Detection Based on YOLOv11. Future Internet, 17 (5). p. 187. ISSN 1999-5903

Rahman, Sowad and Farid, Fahmid Al and Zabin, Mahe and Uddin, Jia and Abdul Karim, Hezerul (2025) Ultra-lightweight uncertainty-aware ensemble for large-scale multi-class medical MRI diagnosis. Frontiers in Radiology, 5. ISSN 2673-8740

Bhuiyan, Md Roman and Uddin, Jia (2023) Deep Transfer Learning Models for Industrial Fault Diagnosis Using Vibration and Acoustic Sensors Data: A Review. Vibration, 6 (1). pp. 218-238. ISSN 2571-631X

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid and Uddin, Jia (2023) Hajj pilgrimage abnormal crowd movement monitoring using optical flow and FCNN. Journal of Big Data, 10 (1). ISSN 2196-1115

Ahmad, Shabbir and Alam, Md. Golam Rabiul and Uddin, Jia and Bhuiyan, Md Roman and Apon, Tasnim Sakib (2023) Machine Learning based Stream Selection of Secondary School Students in Bangladesh. Indonesian Journal of Electrical Engineering and Informatics, 11 (1). ISSN 2089-3272

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid and Uddin, Jia and Abdullah, Norra and Samsudin, Mohd Ali (2022) Crowd density estimation using deep learning for Hajj pilgrimage video analytics. F1000Research, 10. p. 1190. ISSN 2046-1402

Bhuiyan, Roman and Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid and Mohd Isa, Wan Noorshahida and Uddin, Jia and Abdullah, Norra (2022) Deep Dilated Convolutional Neural Network for Crowd Density Image Classification with Dataset Augmentation for Hajj Pilgrimage. Sensors, 22 (14). p. 5102. ISSN 1424-8220

Al Farid, Fahmid and Hashim, Noramiza and Abdullah, Junaidi and Bhuiyan, Md Roman and Mohd Isa, Wan Noorshahida and Uddin, Jia and Haque, Mohammad Ahsanul and Husen, Mohd Nizam (2022) A Structured and Methodological Review on Vision-Based Hand Gesture Recognition System. Journal of Imaging, 8 (6). p. 153. ISSN 2313-433X

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid and Ahsanul Haque, Mohammad and Uddin, Jia and Mohd Isa, Wan Noorshahida and Husen, Mohd Nizam and Abdullah, Norra (2022) A deep crowd density classification model for Hajj pilgrimage using fully convolutional neural network. PeerJ Computer Science, 8. e895. ISSN 2376-5992

Islam, Md Nahidul and Sulaiman, Norizam and Al Farid, Fahmid and Uddin, Jia and Alyami, Salem A. and Rashid, Mamunur and Abdul Majeed, Anwar P. P. and Moni, Mohammad Ali (2021) Diagnosis of hearing deficiency using EEG based AEP signals: CWT and improved-VGG16 pipeline. PeerJ Computer Science, 7. e638. ISSN 2376-5992

Zamri, Muhammad Nur Hakim and Abdullah, Junaidi and Bhuiyan, Roman and Hashim, Noramiza and Al Farid, Fahmid and Uddin, Jia and Husen, Mohd Nizam and Abdullah, Norra (2021) A Comparison of ML and DL Approaches for Crowd Analysis on the Hajj Pilgrimage. Lecture Notes in Computer Science, 13051. pp. 552-561. ISSN 0302-9743

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid and Samsudin, Mohd Ali and Abdullah, Norra and Uddin, Jia (2021) Hajj pilgrimage video analytics using CNN. Bulletin of Electrical Engineering and Informatics, 10 (5). pp. 2598-2606. ISSN 2089-3191

Conference or Workshop Item

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Badie, Farshad and Al Farid, Fahmid and Balaganesh, Duraisamy and Uddin, Jia (2025) Towards Intelligent Crowd Monitoring during Hajj: A Novel Dataset for Density Estimation and Anomaly Detection in the Tawaf Area (2015-2019). In: 2025 Multimedia University Engineering Conference (MECON), 21-23 July 2025, Cyberjaya, Malaysia.