Structure of Dictionary Entries of Bangla morphemes for morphological rule generation for Universal Networking Language. - Mohammed Firoz Mridha; Mohammad Nurul Huda; Md. Sadequr Rahman; Chowdhury Mofizur Rahman (CISIM, 2010)

Open morphological machine translation: Bangla to English. - Md. Sadequr Rahman; Sangita Rani Poddar; Mohammed Firoz Mridha; Mohammad Nurul Huda (CISIM, 2010)

Development of Analysis Rules for Bangla Part of Speech for Universal Networking Language. - Manoj Banik; Md. Rashiduzzaman Rasel; Aloke Kumar Saha; Foyzul Hassan; Mohammed Firoz Mridha; Mohammad Nurul Huda (ITNG, 2011)

Krill herd based clustering algorithm for wireless sensor networks. - Md. Shopon; Md. Akhtaruzzaman Adnan; Muhammad Firoz Mridha (IWCI, 2016)

A security-aware Near Field Communication architecture. - Abu Asaduzzaman; Shanta Mazumder; Sergio Salinas 001; Muhammad Firoz Mridha (NSysS, 2017)

Issues of Internet of Things (IoT) and an Intrusion Detection System for IoT Using Machine Learning Paradigm. - Muhammad Firoz Mridha; Md. Abdul Hamid; Md. Asaduzzaman (IJCCI, 2018)

Identification of Expectancy, Proximity, and Compatibility of the Bengali Language. - Nusrat Jahan; Rakib Ul Haque; Aloke Kumar Saha; Muhammad Firoz Mridha; Md. Abdul Hamid (CSE/EUC, 2019)

AutiLife: A Healthcare Monitoring System for Autism Center in 5G Cellular Network using Machine Learning Approach. - Md. Ibrahim Mamun; Afroza Rahman; Md. Abdul Khaleque; Md. Abdul Hamid; Muhammad Firoz Mridha (INDIN, 2019)

Healthcare Monitoring System Inside Self-driving Smart Car in 5G Cellular Network. - Md. Ibrahim Mamun; Afroza Rahman; Md. Abdul Khaleque; Muhammad Firoz Mridha; Md. Abdul Hamid (INDIN, 2019)

Internal Abnormalities' Detection of Human Body Analyzing Skin Images Using Convolutional Neural Network. - Parisa Mehera; Muhammad Firoz Mridha; Nasima Begum; Md. Mohaiminul Islam (IJCCI, 2019)

Identification of Extreme Guilt and Grave Fault in Bengali Language. - Rakib Ul Haque; Muhammad Firoz Mridha; Aloke Kumar Saha; Md. Abdul Hamid; Kamruddin Nur (ICCA, 2020)

Human Abnormality Detection Based on Bengali Text. - Muhammad Firoz Mridha; Md. Saifur Rahman; Abu Quwsar Ohi (CoRR, 2020)

A Lightweight Speaker Recognition System Using Timbre Properties. - Abu Quwsar Ohi; Muhammad Firoz Mridha; Md. Abdul Hamid; Muhammad Mostafa Monowar; Dongsu Lee; Jinsul Kim (CoRR, 2020)

A Multi-Plant Disease Diagnosis Method using Convolutional Neural Network. - Muhammad Mohsin Kabir; Abu Quwsar Ohi; Muhammad Firoz Mridha (CoRR, 2020)

BanglaWriting: A multi-purpose offline Bangla handwriting dataset. - Muhammad Firoz Mridha; Abu Quwsar Ohi; M. Ameer Ali; Mazedul Islam Emon; Muhammad Mohsin Kabir (CoRR, 2020)

AutoEmbedder: A semi-supervised DNN embedding system for clustering. - Abu Quwsar Ohi; Muhammad Firoz Mridha; Farisa Benta Safir; Md. Abdul Hamid; Muhammad Mostafa Monowar (Knowl. Based Syst., 2020)

A Survey of Speaker Recognition: Fundamental Theories, Recognition Methods and Opportunities. - Muhammad Mohsin Kabir; Muhammad Firoz Mridha; Jungpil Shin 001; Israt Jahan; Abu Quwsar Ohi (IEEE Access, 2021)

A Comprehensive Review on Fake News Detection With Deep Learning. - Muhammad Firoz Mridha; Ashfia Jannat Keya; Md. Abdul Hamid; Muhammad Mostafa Monowar; Md. Saifur Rahman (IEEE Access, 2021)

A Survey of Automatic Text Summarization: Progress, Process and Challenges. - Muhammad Firoz Mridha; Aklima Akter Lima; Kamruddin Nur; Sujoy Chandra Das; Mahmud Hasan; Muhammad Mohsin Kabir (IEEE Access, 2021)

A Thresholded Gabor-CNN Based Writer Identification System for Indic Scripts. - Muhammad Firoz Mridha; Abu Quwsar Ohi; Jungpil Shin 001; Muhammad Mohsin Kabir; Muhammad Mostafa Monowar; Md. Abdul Hamid (IEEE Access, 2021)

L-Boost: Identifying Offensive Texts From Social Media Post in Bengali. - Muhammad Firoz Mridha; Md. Anwar Hussen Wadud; Md. Abdul Hamid; Muhammad Mostafa Monowar; Mohammad Abdullah-Al-Wadud; Atif Alamri (IEEE Access, 2021)

Deep Speaker Recognition: Process, Progress, and Challenges. - Abu Quwsar Ohi; Muhammad Firoz Mridha; Md. Abdul Hamid; Muhammad Mostafa Monowar (IEEE Access, 2021)

FabricNet: A Fiber Recognition Architecture Using Ensemble ConvNets. - Abu Quwsar Ohi; Muhammad Firoz Mridha; Md. Abdul Hamid; Muhammad Mostafa Monowar; Faris A. Kateb (IEEE Access, 2021)

An Evolution of CNN Object Classifiers on Low-Resolution Images. - Muhammad Mohsin Kabir; Abu Quwsar Ohi; Md. Saifur Rahman; Muhammad Firoz Mridha (CoRR, 2021)

U-vectors: Generating clusterable speaker embedding from unlabeled data. - Muhammad Firoz Mridha; Abu Quwsar Ohi; M. Ameer Ali; Muhammad Mostafa Monowar; Md. Abdul Hamid (CoRR, 2021)

End-to-End Optical Character Recognition for Bengali Handwritten Words. - Farisa Benta Safir; Abu Quwsar Ohi; Muhammad Firoz Mridha; Muhammad Mostafa Monowar; Md. Abdul Hamid (CoRR, 2021)

Challenges and Opportunities of Speech Recognition for Bengali Language. - Muhammad Firoz Mridha; Abu Quwsar Ohi; Md. Abdul Hamid; Muhammad Mostafa Monowar (CoRR, 2021)

Brain-Computer Interface: Advancement and Challenges. - Muhammad Firoz Mridha; Sujoy Chandra Das; Muhammad Mohsin Kabir; Aklima Akter Lima; Md. Rashedul Islam; Yutaka Watanobe (Sensors, 2021)

Hemifacial Microsomia Detection Using Convolutional Neural Networks. - Farzana Arefin Nazira; Sadah Anjum Shanto; Kamruddin Nur; Muhammad Firoz Mridha (ICCA, 2022)

Cassava Leaf Disease Classification Using Supervised Contrastive Learning. - Adit Ishraq; Sayefa Arafah; Sadiya Akter Mim; Nusrat Jahan Shammey; Muhammad Firoz Mridha; Md. Saifur Rahman (MIET (1), 2022)

BMNet-5: A Novel Approach of Neural Network to Classify the Genre of Bengali Music Based on Audio Features. - Khan Md. Hasib; Anika Tanzim; Jungpil Shin 001; Kazi Omar Faruk; Jubayer Al Mahmud; Muhammad Firoz Mridha (IEEE Access, 2022)

A Comprehensive Survey on the Process, Methods, Evaluation, and Challenges of Feature Selection. - Md. Rashedul Islam; Aklima Akter Lima; Sujoy Chandra Das; Muhammad Firoz Mridha; Akibur Rahman Prodeep; Yutaka Watanobe (IEEE Access, 2022)

3D Gesture Recognition and Adaptation for Human-Robot Interaction. - Jubayer Al Mahmud; Bandhan Chandra Das; Jungpil Shin 001; Khan Md. Hasib; Rifat Sadik; Muhammad Firoz Mridha (IEEE Access, 2022)

A study on the challenges and opportunities of speech recognition for Bengali language. - Muhammad Firoz Mridha; Abu Quwsar Ohi; Md. Abdul Hamid; Muhammad Mostafa Monowar (Artif. Intell. Rev., 2022)

convoHER2: A Deep Neural Network for Multi-Stage Classification of HER2 Breast Cancer. - Muhammad Firoz Mridha; Md. Kishor Morol; Md. Asraf Ali; Md Sakib Hossain Shovon (CoRR, 2022)

How can we manage Offensive Text in Social Media - A Text Classification Approach using LSTM-BOOST. - Md. Anwar Hussen Wadud; Muhammad Mohsin Kabir; Muhammad Firoz Mridha; M. Ameer Ali; Md. Abdul Hamid; Muhammad Mostafa Monowar (Int. J. Inf. Manag. Data Insights, 2022)

AutoRet: A Self-Supervised Spatial Recurrent Network for Content-Based Image Retrieval. - Muhammad Mostafa Monowar; Md. Abdul Hamid; Abu Quwsar Ohi; Madini O. Alassafi; Muhammad Firoz Mridha (Sensors, 2022)

Time Series Analysis and Forecasting of Air Quality Index of Dhaka City of Bangladesh. - Sheikh Rahmatulla Sakib; Kamarun Nahar Sara; Md. Tahmid Hossain Rasel; Md. Masudul Islam Asif; Md. Aynul Hasan Nahid; Md. Saifur Rahman; Muhammad Firoz Mridha; Ashraful Islam (AIIoT, 2023)

Late and Early Blight Diseases Identification of Potatoes with a Light Weight Hybrid Transfer Learning Model. - Abu Zobayer Bin Siddique; Shoibal Das; Poonam Tabassum; All Moon Tasir; Shovon Roy; Md. Saifur Rahman; Muhammad Firoz Mridha; Ashraful Islam (AIIoT, 2023)

Toward Trustworthy Metaverse: Advancements and Challenges. - Jamin Rahman Jim; Md. Tanzib Hosain; Muhammad Firoz Mridha; Md. Mohsin Kabir; Jungpil Shin 001 (IEEE Access, 2023)

Secure Your Steps: A Class-Based Ensemble Framework for Real-Time Fall Detection Using Deep Neural Networks. - Muhammad Mohsin Kabir; Jungpil Shin 001; Muhammad Firoz Mridha (IEEE Access, 2023)

G-BERT: An Efficient Method for Identifying Hate Speech in Bengali Texts on Social Media. - Ashfia Jannat Keya; Muhammad Mohsin Kabir; Nusrat Jahan Shammey; Muhammad Firoz Mridha; Md. Rashedul Islam; Yutaka Watanobe (IEEE Access, 2023)

Advancing Wildlife Protection: Mask R-CNN for Rail Track Identification and Unwanted Object Detection. - Istiak Mahmud; Md. Mohsin Kabir; Jungpil Shin 001; Chayan Mistry; Yoichi Tomioka; Muhammad Firoz Mridha (IEEE Access, 2023)

Privacy-Preserving On-Screen Activity Tracking and Classification in E-Learning Using Federated Learning. - Durjoy Mistry; Muhammad Firoz Mridha; Mejdl S. Safran; Sultan Alfarhood; Aloke Kumar Saha; Dunren Che (IEEE Access, 2023)

Automated Stroke Prediction Using Machine Learning: An Explainable and Exploratory Study With a Web Application for Early Intervention. - Krishna Mridha; Sandesh Ghimire; Jungpil Shin 001; Anmol Aran; Md. Mezbah Uddin; Muhammad Firoz Mridha (IEEE Access, 2023)

An Interpretable Skin Cancer Classification Using Optimized Convolutional Neural Network for a Smart Healthcare System. - Krishna Mridha; Md. Mezbah Uddin; Jungpil Shin 001; Susan Khadka; Muhammad Firoz Mridha (IEEE Access, 2023)

Addressing Uncertainty in Imbalanced Histopathology Image Classification of HER2 Breast Cancer: An Interpretable Ensemble Approach With Threshold Filtered Single Instance Evaluation (SIE). - Md Sakib Hossain Shovon; Muhammad Firoz Mridha; Khan Md. Hasib; Sultan Alfarhood; Mejdl S. Safran; Dunren Che (IEEE Access, 2023)

PlantDet: A Robust Multi-Model Ensemble Method Based on Deep Learning For Plant Disease Detection. - Md Sakib Hossain Shovon; Shakrin Jahan Mozumder; Osim Kumar Pal; Muhammad Firoz Mridha; Nobuyoshi Asai; Jungpil Shin 001 (IEEE Access, 2023)

QAmplifyNet: Pushing the Boundaries of Supply Chain Backorder Prediction Using Interpretable Hybrid Quantum - Classical Neural Network. - Md Abrar Jahin; Md Sakib Hossain Shovon; Md. Saiful Islam 010; Jungpil Shin 001; Muhammad Firoz Mridha; Yuichi Okuyama 001 (CoRR, 2023)

Big Data - Supply Chain Management Framework for Forecasting: Data Preprocessing and Machine Learning Techniques. - Md Abrar Jahin; Md Sakib Hossain Shovon; Jungpil Shin 001; Istiyaque Ahmed Ridoy; Yoichi Tomioka; Muhammad Firoz Mridha (CoRR, 2023)

BaitBuster-Bangla: A Comprehensive Dataset for Clickbait Detection in Bangla with Multi-Feature and Multi-Modal Analysis. - Abdullah Al Imran; Md Sakib Hossain Shovon; Muhammad Firoz Mridha (CoRR, 2023)

A Comprehensive Review of AI-enabled Unmanned Aerial Vehicle: Trends, Vision , and Challenges. - Osim Kumar Pal; Md Sakib Hossain Shovon; Muhammad Firoz Mridha; Jungpil Shin 001 (CoRR, 2023)

An Unsupervised Writer Identification Based on Generating Clusterable燛mbeddings. - Muhammad Firoz Mridha; Zabir Mohammad; Muhammad Mohsin Kabir; Aklima Akter Lima; Sujoy Chandra Das; Md. Rashedul Islam; Yutaka Watanobe (Comput. Syst. Sci. Eng., 2023)

Deep-BERT: Transfer Learning for Classifying Multilingual Offensive Texts on Social Media. - Md. Anwar Hussen Wadud; Muhammad Firoz Mridha; Jungpil Shin 001; Kamruddin Nur; Aloke Kumar Saha (Comput. Syst. Sci. Eng., 2023)

Strategies for enhancing the performance of news article classification in Bangla: Handling imbalance and interpretation. - Khan Md. Hasib; Nurul Akter Towhid; Kazi Omar Faruk; Jubayer Al Mahmud; Muhammad Firoz Mridha (Eng. Appl. Artif. Intell., 2023)

Deep Learning-Based IoT System for Remote Monitoring and Early Detection of Health Issues in Real-Time. - Md. Reazul Islam; Muhammad Mohsin Kabir; Muhammad Firoz Mridha; Sultan Alfarhood; Mejdl S. Safran; Dunren Che (Sensors, 2023)

An Enhanced Ensemble Deep Neural Network Approach for Elderly Fall Detection System Based on Wearable Sensors. - Zabir Mohammad; Arif Reza Anwary; Muhammad Firoz Mridha; Md Sakib Hossain Shovon; Michael Vassallo (Sensors, 2023)

Recurrent ALBERT for recommendation: A hybrid architecture for accurate and lightweight restaurant recommendations. - Ashfia Jannat Keya; Sayefa Arafah Arpona; Muhammad Mohsin Kabir; Muhammad Firoz Mridha (Cogn. Comput. Syst., 2023)

IMVB7t: A Multi-Modal Model for Food Preferences based on Artificially Produced Traits. - Mushfiqur Rahman Abir; Md. Tanzib Hosain; Md. Abdullah-Al-Jubair; Muhammad Firoz Mridha (ICCA, 2024)

Machine Learning for Predictive Database Caching Strategies: A state-of-the-art review. - Sadia Afrin; Md Abdullah All Mahmud; Abdus Salam; Md. Abdullah-Al-Jubair; Muhammad Firoz Mridha (ICCA, 2024)

Optimized Malaria Identification through Transfer Learning Appoach. - Al Jubayer Pial; Md. Ashiq Ul Islam Sajid; Abdullah Mubin; Muhammad Zawad Mahmud; Muhammad Firoz Mridha; Abdullah Jubair (ICCA, 2024)

Multi-Sense Attention Network (MSANet): Enhanced Human Activity Recognition Using Deep Learning Architectures with Self-Attention Mechanisms. - Hashibul Ahsan Shoaib; Arifa Eva; Mst. Moushumi Khatun; Adit Ishraq; Sabiha Firdaus; Mohammed Firoz Mridha (ICCA, 2024)

DeepUNet24: A Deep Learning Model for Lane Segmentation in Autonomous Vehicles Navigation. - Hashibul Ahsan Shoaib; Mst. Moushumi Khatun; Md. Golam Rabbani Abir; Adit Ishraq; Sabiha Firdaus; Kamruddin Nur; Muhammad Firoz Mridha (ICCA, 2024)

Okkhor-Diffusion: Class Guided Generation of Bangla Isolated Handwritten Characters Using Denoising Diffusion Probabilistic Model (DDPM). - Md. Mubtasim Fuad; A. Faiyaz; Noor Mairukh Khan Arnob; Muhammad Firoz Mridha; Aloke Kumar Saha; Zeyar Aung (IEEE Access, 2024)

Exploring Progress in Text-to-Image Synthesis: An In-Depth Survey on the Evolution of Generative Adversarial Networks. - Md. Ahsan Habib; Md. Anwar Hussen Wadud; Md Fazlul Karim Patwary; Mohammad Motiur Rahman; Muhammad Firoz Mridha; Yuichi Okuyama 001; Jungpil Shin 001 (IEEE Access, 2024)

GACnet-Text-to-Image Synthesis With Generative Models Using Attention Mechanisms With Contrastive Learning. - Md. Ahsan Habib; Md. Anwar Hussen Wadud; Lubna Yeasmin Pinky; Mehedi Hasan Talukder; Mohammad Motiur Rahman; Muhammad Firoz Mridha; Yuichi Okuyama 001; Jungpil Shin 001 (IEEE Access, 2024)

DCNN: Deep Convolutional Neural Network With XAI for Efficient Detection of Specific Language Impairment in Children. - Khan Md. Hasib; Muhammad Firoz Mridha; Md. Humaion Kabir Mehedi; Kazi Omar Faruk; Rabeya Khatun Muna; Shahriar Iqbal; Md. Rashedul Islam; Yutaka Watanobe (IEEE Access, 2024)

TransNet: Deep Attentional Hybrid Transformer for Arabic Posts Classification. - MD. Mithun Hossain; Md Shakil Hossain; Md Shakhawat Hossain; Muhammad Firoz Mridha; Mejdl S. Safran; Sultan Alfarhood (IEEE Access, 2024)

A Hybrid Attention-Based Transformer Model for Arabic News Classification Using Text Embedding and Deep Learning. - MD. Mithun Hossain; Md Shakil Hossain; Mejdl S. Safran; Sultan Alfarhood; Meshal Alfarhood; Muhammad Firoz Mridha (IEEE Access, 2024)

Generative Adversarial Networks (GANs) in Medical Imaging: Advancements, Applications, and Challenges. - Showrov Islam; Md. Tarek Aziz; Hadiur Rahman Nabil; Jamin Rahman Jim; Muhammad Firoz Mridha; Md. Mohsin Kabir; Nobuyoshi Asai; Jungpil Shin 001 (IEEE Access, 2024)

Deep Learning and Computer Vision Techniques for Enhanced Quality Control in Manufacturing Processes. - Md Raisul Islam; Md. Zakir Hossain Zamil; Md Eshmam Rayed; Md. Mohsin Kabir; Muhammad Firoz Mridha; Satoshi Nishimura; Jungpil Shin 001 (IEEE Access, 2024)

SafeguardNet: Enhancing Corporate Safety via Tailored Deep Transfer Learning for Threat Recognition. - Nusrat Jahan; Mohammad Sayem Chowdhury; Tofayet Sultan; Muhammad Firoz Mridha; Md. Saddam Hossain Mukta (IEEE Access, 2024)

Challenges and Opportunities of Text-Based Emotion Detection: A Survey. - Abdullah Al Maruf; Fahima Khanam; Md. Mahmudul Haque; Zakaria Masud Jiyad; Muhammad Firoz Mridha; Zeyar Aung (IEEE Access, 2024)

Federated Learning-Based Architecture for Personalized Next Emoji Prediction for Social Media Comments. - Durjoy Mistry; Jayonto Dutta Plabon; Bidita Sarkar Diba; Md. Saddam Hossain Mukta; Muhammad Firoz Mridha (IEEE Access, 2024)

Social Media as a Mirror: Reflecting Mental Health Through Computational Linguistics. - Md. Iftekharul Mobin; A. F. M. Suaib Akhter; Muhammad Firoz Mridha; S. M. Hasan Mahmud; Zeyar Aung (IEEE Access, 2024)

Palm Leaf Health Management: A Hybrid Approach for Automated Disease Detection and Therapy Enhancement. - SM Nuruzzaman Nobel; Md. Asif Imran; Nahida Zaman Bina; Md. Mohsin Kabir; Mejdl S. Safran; Sultan Alfarhood; Muhammad Firoz Mridha (IEEE Access, 2024)

Arabic Speech Recognition: Advancement and Challenges. - Ashifur Rahman; Md. Mohsin Kabir; Muhammad Firoz Mridha; Mohammed Hamad Alatiyyah; Haifa F. Alhasson; Shuaa S. Alharbi (IEEE Access, 2024)

Secure Federated Learning for Parkinson's Disease: Non-IID Data Partitioning and Homomorphic Encryption Strategies. - Sharia Arfin Tanim; Al Rafi Aurnob; Muhammad Firoz Mridha; Mejdl S. Safran; Sultan Alfarhood; Dunren Che (IEEE Access, 2024)

Segmentation for mammography classification utilizing deep convolutional neural network. - Dip Kumar Saha; Tuhin Hossain; Mejdl S. Safran; Sultan Alfarhood; Muhammad Firoz Mridha; Dunren Che (BMC Medical Imaging, 2024)

Explainable AI approaches in deep learning: Advancements, applications and challenges. - Md. Tanzib Hosain; Jamin Rahman Jim; Muhammad Firoz Mridha; Md. Mohsin Kabir (Comput. Electr. Eng., 2024)

Machine learning and deep learning for user authentication and authorization in cybersecurity: A state-of-the-art review. - Zinniya Taffannum Pritee; Mehedi Hasan Anik; Saida Binta Alam; Jamin Rahman Jim; Md. Mohsin Kabir; Muhammad Firoz Mridha (Comput. Secur., 2024)

AI in Supply Chain Risk Assessment: A Systematic Literature Review and Bibliometric Analysis. - Md Abrar Jahin; Saleh Akram Naife; Anik Kumar Saha; Muhammad Firoz Mridha (CoRR, 2024)

Analysis of Internet of Things implementation barriers in the cold supply chain: an integrated ISM-MICMAC and DEMATEL approach. - Kazrin Ahmad; Md. Saiful Islam 010; Md Abrar Jahin; Muhammad Firoz Mridha (CoRR, 2024)

Ergonomic Design of Computer Laboratory Furniture: Mismatch Analysis Utilizing Anthropometric Data of University Students. - Anik Kumar Saha; Md Abrar Jahin; Md. Rafiquzzaman; Muhammad Firoz Mridha (CoRR, 2024)

Analyzing Male Domestic Violence through Exploratory Data Analysis and Explainable Machine Learning Insights. - Md Abrar Jahin; Saleh Akram Naife; Fatema Tuj Johora Lima; Muhammad Firoz Mridha; Jungpil Shin 001 (CoRR, 2024)

TRABSA: Interpretable Sentiment Analysis of Tweets using Attention-based BiLSTM and Twitter-RoBERTa. - Md Abrar Jahin; Md Sakib Hossain Shovon; Muhammad Firoz Mridha (CoRR, 2024)

Optimizing Container Loading and Unloading through Dual-Cycling and Dockyard Rehandle Reduction Using a Hybrid Genetic Algorithm. - Md. Mahfuzur Rahman; Md Abrar Jahin; Md. Saiful Islam 010; Muhammad Firoz Mridha (CoRR, 2024)

Deep Fusion Model for Brain Tumor Classification Using Fine-Grained Gradient Preservation. - Niful Islam; Mohaiminul Islam Bhuiyan; Jarin Tasnim Raya; Nur Shazwani Kamarudin; Khan Md. Hasib; Muhammad Firoz Mridha; Dewan Md. Farid 001 (CoRR, 2024)

TriQXNet: Forecasting Dst Index from Solar Wind Data Using an Interpretable Parallel Classical-Quantum Framework with Uncertainty Quantification. - Md Abrar Jahin; Muhammad Firoz Mridha; Zeyar Aung; Nilanjan Dey; R. Simon Sherratt (CoRR, 2024)

KACQ-DCNN: Uncertainty-Aware Interpretable Kolmogorov-Arnold Classical-Quantum Dual-Channel Neural Network for Heart Disease Detection. - Md Abrar Jahin; Md. Akmol Masud; Muhammad Firoz Mridha; Zeyar Aung; Nilanjan Dey (CoRR, 2024)

Lorentz-Equivariant Quantum Graph Neural Network for High-Energy Physics. - Md Abrar Jahin; Md. Akmol Masud; Md Wahiduzzaman Suva; Muhammad Firoz Mridha; Nilanjan Dey (CoRR, 2024)

Quantum Rationale-Aware Graph Contrastive Learning for Jet Discrimination. - Md Abrar Jahin; Md. Akmol Masud; Muhammad Firoz Mridha; Nilanjan Dey (CoRR, 2024)

Human-in-the-Loop Feature Selection Using Interpretable Kolmogorov-Arnold Network-based Double Deep Q-Network. - Md Abrar Jahin; Muhammad Firoz Mridha; Nilanjan Dey (CoRR, 2024)

Solving Generalized Grouping Problems in Cellular Manufacturing Systems Using a Network Flow Model. - Md. Kutub Uddin; Md. Saiful Islam 010; Md Abrar Jahin; Md. Saiful Islam Seam; Muhammad Firoz Mridha (CoRR, 2024)

Designing Cellular Manufacturing System in Presence of Alternative Process Plans. - Md. Kutub Uddin; Md. Saiful Islam 010; Md Abrar Jahin; Md. Tanjid Hossen Irfan; Md. Saiful Islam Seam; Muhammad Firoz Mridha (CoRR, 2024)

DGNN-YOLO: Dynamic Graph Neural Networks with YOLO11 for Small Object Detection and Tracking in Traffic Surveillance. - Shahriar Soudeep; Muhammad Firoz Mridha; Md Abrar Jahin; Nilanjan Dey (CoRR, 2024)

A Unified Framework for Evaluating the Effectiveness and Enhancing the Transparency of Explainable AI Methods in Real-World Applications. - Md. Ariful Islam; Muhammad Firoz Mridha; Md Abrar Jahin; Nilanjan Dey (CoRR, 2024)

In-depth review of AI-enabled unmanned aerial vehicles: trends, vision, and challenges. - Osim Kumar Pal; Md Sakib Hossain Shovon; Muhammad Firoz Mridha; Jungpil Shin 001 (Discov. Artif. Intell., 2024)

Explainable federated learning for privacy-preserving bangla sign language detection. - Bidita Sarkar Diba; Jayonto Dutta Plabon; Md Mahmudur Rahman; Durjoy Mistry; Aloke Kumar Saha; Muhammad Firoz Mridha (Eng. Appl. Artif. Intell., 2024)

Advanced sleep disorder detection using multi-layered ensemble learning and advanced data balancing techniques. - Muhammad Mostafa Monowar; SM Nuruzzaman Nobel; Maharin Afroj; Md. Abdul Hamid; Md. Zia Uddin; Md. Mohsin Kabir; Muhammad Firoz Mridha (Frontiers Artif. Intell., 2024)

From image to language: A critical analysis of Visual Question Answering (VQA) approaches, challenges, and opportunities. - Md Farhan Ishmam; Md Sakib Hossain Shovon; Muhammad Firoz Mridha; Nilanjan Dey (Inf. Fusion, 2024)

Deep learning-based natural language processing in human-agent interaction: Applications, advancements and challenges. - Nafiz Ahmed; Anik Kumar Saha; Md. Abdullah Al Noman; Jamin Rahman Jim; Muhammad Firoz Mridha; Md. Mohsin Kabir (Nat. Lang. Process. J., 2024)

Recent advancements and challenges of NLP-based sentiment analysis: A state-of-the-art review. - Jamin Rahman Jim; Md Apon Riaz Talukder; Partha Malakar; Md. Mohsin Kabir; Kamruddin Nur; Muhammad Firoz Mridha (Nat. Lang. Process. J., 2024)

Musical Genre Classification Using Advanced Audio Analysis and Deep Learning Techniques. - Mumtahina Ahmed; Uland Rozario; Muhammad Mohsin Kabir; Zeyar Aung; Jungpil Shin 001; Muhammad Firoz Mridha (IEEE Open J. Comput. Soc., 2024)

Privacy Preserving Machine Learning With Federated Personalized Learning in Artificially Generated Environment. - Md. Tanzib Hosain; Mushfiqur Rahman Abir; Md. Yeasin Rahat; Muhammad Firoz Mridha; Saddam Hossain Mukta (IEEE Open J. Comput. Soc., 2024)

A Lightweight Visual Font Style Recognition With Quantized Convolutional Autoencoder. - Moshiur Rahman Tonmoy; Abdul Fattah Rakib; Rashik Rahman; Md. Akhtaruzzaman Adnan; Muhammad Firoz Mridha; Jie Huang; Jungpil Shin 001 (IEEE Open J. Comput. Soc., 2024)

Advancing low-light object detection with you only look once models: An empirical study and performance evaluation. - Samier Uddin Ahammad Shovo; Md. Golam Rabbani Abir; Md. Mohsin Kabir; Muhammad Firoz Mridha (Cogn. Comput. Syst., 2024)

PLD-Det: plant leaf disease detection in real time using an end-to-end neural network approach based on improved YOLOv7. - Md. Humaion Kabir Mehedi; Nafisa Nawer; Shafi Ahmed; Md. Shakiful Islam Khan; Khan Md. Hasib; Muhammad Firoz Mridha; Md. Golam Rabiul Alam; Thanh Thi Nguyen (Neural Comput. Appl., 2024)

Multimodal Programming in Computer Science with Interactive Assistance Powered by Large Language Model. - Rajan Das Gupta; Md. Tanzib Hosain; Muhammad Firoz Mridha; Salah Uddin Ahmed (HCI (5), 2025)

Personalized Pomodoro Productivity Tracking with Privacy-Preserving Machine Learning in Human-Computer Interaction. - Durjoy Mistry; Bidita Sarkar Diba; Jayonto Dutta Plabon; Salah Uddin Ahmed; Muhammad Firoz Mridha (HCI (6), 2025)

CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection. - Md Abrar Jahin; Shahriar Soudeep; Fahmid Al Farid; Muhammad Firoz Mridha; Raihan Kabir; Md. Rashedul Islam; Hezerul Abdul Karim (IEA/AIE (2), 2025)

SkinPalNet: An Advanced Ensemble Model for Skin Cancer Diagnosis with Computer Vision Approach. - Osim Kumar Pal; Fahmid Al Farid; M. F. Mridha 001; Raihan Kabir; Md. Rashedul Islam; Hezerul Abdul Karim (IEA/AIE (1), 2025)

Dimension-Wise Gated Cross-Attention for Multimodal Sentiment Analysis. - Md Shakil Hossain; Md. Mithun Hossain; Sudipto Chaki; Muhammad Firoz Mridha; Md. Saifur Rahman; Mohammad Ali Moni (WWW (Companion Volume), 2025)

A Dual Output Temporal Convolutional Network With Attention Architecture for Stock Price Prediction and Risk Assessment. - Arindam Kishor Biswas; Md Shariful Alam Bhuiyan; Md Nazmul Hossain Mir; Ashifur Rahman; Mohammed Firoz Mridha; Md. Rashedul Islam; Yutaka Watanobe (IEEE Access, 2025)

From Centralization to Decentralization: Blockchain's Role in Transforming Social Media Platforms. - Bidita Sarkar Diba; Jayonto Dutta Plabon; Nishat Tasnim; Mehjabin Hossain; Durjoy Mistry; Sourav Sarker; M. F. Mridha 001; Yuichi Okuyama 001; Jungpil Shin 001 (IEEE Access, 2025)

EmoNet: Deep Attentional Recurrent CNN for X (Formerly Twitter) Emotion Classification. - Md Shakil Hossain; MD. Mithun Hossain; Md. Shakhawat Hossain; Muhammad Firoz Mridha; Mejdl S. Safran; Sultan Alfarhood (IEEE Access, 2025)

Automatic Navigation and Self-Driving Technology in Agricultural Machinery: A State-of-the-Art Systematic Review. - Md Sabbir Hossain; Mostafijur Rahman; Ashifur Rahman; Md. Mohsin Kabir; M. F. Mridha 001; Jie Huang; Jungpil Shin 001 (IEEE Access, 2025)

Joint Topic-Emotion Modeling in Financial Texts: A Novel Approach to Investor Sentiment and Market Trends. - Md Nazmul Hossain Mir; Md Shahriar Mahmud Bhuiyan; Md Al Rafi; Gourab Nicholas Rodrigues; Muhammad Firoz Mridha; Md. Abdul Hamid; Muhammad Mostafa Monowar; Md. Zia Uddin (IEEE Access, 2025)

MultiSenseNet: Multi-Modal Deep Learning for Machine Failure Risk Prediction. - Mostafijur Rahman; Md Sabbir Hossain; Uland Rozario; Satyabrata Roy; Muhammad Firoz Mridha; Nilanjan Dey (IEEE Access, 2025)

MangoLeafXNet: An Explainable Deep Learning Model for Accurate Mango Leaf Disease Classification. - Md Eshmam Rayed; Jamin Rahman Jim; Md Juniadul Islam; Muhammad Firoz Mridha; Md. Mohsin Kabir; Md. Jakir Hossen (IEEE Access, 2025)

T3SSLNet: Triple-Method Self-Supervised Learning for Enhanced Brain Tumor Classification in MRI. - Md. Nasif Safwan; Souhardo Rahman; Mahamodul Hasan Mahadi; Md. Iftekharul Mobin; Taharat Muhammad Jabir; Zeyar Aung; Muhammad Firoz Mridha (IEEE Access, 2025)

Enhancing Medicare Fraud Detection With a CNN-Transformer-XGBoost Framework and Explainable AI. - Mohammad Balayet Hossain Sakil; Md Amit Hasan 002; Md Shahin Alam Mozumder; Md Rokibul Hasan; Shafiul Ajam Opee; M. F. Mridha 001; Zeyar Aung (IEEE Access, 2025)

Deep learning for algorithmic trading: A systematic review of predictive models and optimization strategies. - Md Shahriar Mahmud Bhuiyan; Md Al Rafi; Gourab Nicholas Rodrigues; Md Nazmul Hossain Mir; Adit Ishraq; M. F. Mridha 001; Jungpil Shin 001 (Array, 2025)

Explainable deep learning for diabetes diagnosis with DeepNetX2. - Sharia Arfin Tanim; Al Rafi Aurnob; Tahmid Enam Shrestha; Md Rokon Islam Emon; Muhammad Firoz Mridha; Md Saef Ullah Miah (Biomed. Signal Process. Control., 2025)

X-Brain: Explainable recognition of brain tumors using robust deep attention CNN. - Moshiur Rahman Tonmoy; Md. Atik Shams; Md. Akhtaruzzaman Adnan; Muhammad Firoz Mridha; Mejdl S. Safran; Sultan Alfarhood; Dunren Che (Biomed. Signal Process. Control., 2025)

A systematic review of single-cell RNA sequencing applications and innovations. - Fahamidur Rahaman Rafi; Nafeya Rahman Heya; Md Sadman Hafiz; Jamin Rahman Jim; Md. Mohsin Kabir; Muhammad Firoz Mridha (Comput. Biol. Chem., 2025)

Computer vision algorithms in healthcare: Recent advancements and future challenges. - Md. Mohsin Kabir; Ashifur Rahman; Md Mahadi Hasan Nahid; Muhammad Firoz Mridha (Comput. Biol. Medicine, 2025)

CancerNet: A comprehensive deep learning framework for precise and intelligible cancer identification. - SM Nuruzzaman Nobel; Shirin Sultana; All Moon Tasir; M. F. Mridha 001; Zeyar Aung (Comput. Biol. Medicine, 2025)

Open problems and challenges in federated learning for IoT: A comprehensive review and strategic guide. - Bidita Sarkar Diba; Jayonto Dutta Plabon; Tasnim Jahin Mowla; Nazneen Nahar; Durjoy Mistry; Sourav Sarker; M. F. Mridha 001; Jungpil Shin 001 (Comput. Electr. Eng., 2025)

MultiBanFakeDetect: Integrating advanced fusion techniques for multimodal detection of Bangla fake news in under-resourced contexts. - Fatema Tuj Johora Faria; Mukaffi Bin Moin; Zayeed Hasan; Md. Arafat Alam Khandaker; Niful Islam; Khan Md. Hasib; Muhammad Firoz Mridha (Int. J. Inf. Manag. Data Insights, 2025)

Advancements and challenges of deep learning architectures for aerial image analysis: A systematic review. - Hashibul Ahsan Shoaib; Hadiur Rahman Nabil; Md Anisur Rahman; Md. Mohsin Kabir; Muhammad Firoz Mridha; Jungpil Shin 001 (Intell. Syst. Appl., 2025)

Bilingual Bangla OCR for Rural Empowerment: Detecting Handwritten Queries and Agricultural Assistance. - Mahanur Alam; Md. Johirul Islam Tutul; Md. Anwar Hussen Wadud; Md. Jakir Hossen; Muhammad Firoz Mridha (IEEE Open J. Comput. Soc., 2025)

XPolypNet: A U-Net-Based Model for Semantic Segmentation of Gastrointestinal Polyps With Explainable AI. - Arjun Kumar Bose Arnob; Muhammad Mostafa Monowar; Md. Abdul Hamid; Muhammad Firoz Mridha (IEEE Open J. Comput. Soc., 2025)

A Physics-Guided Bayesian Neural Network for Sensor Fault Detection in Wind Turbines. - MD Azam Khan; Arifur Rahman; Farhad Uddin Mahmud; Kanchon Kumar Bishnu; Hadiur Rahman Nabil; Muhammad Firoz Mridha; Md. Jakir Hossen (IEEE Open J. Comput. Soc., 2025)

ABMF-Net: An Attentive Bayesian Multi-Stage Deep Learning Model for Robust Forecasting of Electricity Price and Demand. - Md Nazmul Hossain Mir; Arindam Kishor Biswas; Md Shariful Alam Bhuiyan; Md. Golam Rabbani Abir; Muhammad Firoz Mridha; Md. Jakir Hossen (IEEE Open J. Comput. Soc., 2025)

Hybrid Contrastive Learning With Attention-Based Neural Networks for Robust Fraud Detection in Digital Payment Systems. - Md Shahin Alam Mozumder; Mohammad Balayet Hossain Sakil; Md Rokibul Hasan; Md Amit Hasan 002; K. M. Nafiur Rahman Fuad; M. F. Mridha 001; Md. Rashedul Islam; Yutaka Watanobe (IEEE Open J. Comput. Soc., 2025)

TuSegNet: A Transformer-Based and Attention-Enhanced Architecture for Brain Tumor Segmentation. - Mir Nafiul Nagib; Rahat Pervez; Afsana Alam Nova; Hadiur Rahman Nabil; Zeyar Aung; Muhammad Firoz Mridha (IEEE Open J. Comput. Soc., 2025)

A Hybrid Temporal Convolutional Network and Transformer Model for Accurate and Scalable Sales Forecasting. - Md Al Rafi; Gourab Nicholas Rodrigues; Md Nazmul Hossain Mir; Md Shahriar Mahmud Bhuiyan; Muhammad Firoz Mridha; Md. Rashedul Islam; Yutaka Watanobe (IEEE Open J. Comput. Soc., 2025)

Fusing Transformer-XL with bi-directional recurrent networks for cyberbullying detection. - Md. Mithun Hossain; Md Shakil Hossain; Md. Shakhawat Hossain; Muhammad Firoz Mridha; Mejdl S. Safran; Sultan Alfarhood; Dunren Che (PeerJ Comput. Sci., 2025)

From Images to Insights: Transforming Brain Cancer Diagnosis with Explainable AI. - Md. Arafat Alam Khandaker; Ziyan Shirin Raha; Salehin Bin Iqbal; Muhammad Firoz Mridha; Jungpil Shin 001 (CoRR, 2025)

Social media polarization during conflict: Insights from an ideological stance dataset on Israel-Palestine Reddit comments. - Hasin Jawad Ali; Ajwad Abrar; Md Shakhawat Hossain; Muhammad Firoz Mridha (CoRR, 2025)

CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection. - Md Abrar Jahin; Shahriar Soudeep; Muhammad Firoz Mridha; Raihan Kabir; Md. Rashedul Islam; Yutaka Watanobe (CoRR, 2025)

Soybean Disease Detection via Interpretable Hybrid CNN-GNN: Integrating MobileNetV2 and GraphSAGE with Cross-Modal Attention. - Md Abrar Jahin; Shahriar Soudeep; Muhammad Firoz Mridha; Nilanjan Dey (CoRR, 2025)

MobilePlantViT: A Mobile-friendly Hybrid ViT for Generalized Plant Disease Image Classification. - Moshiur Rahman Tonmoy; Md. Mithun Hossain; Nilanjan Dey; Muhammad Firoz Mridha (CoRR, 2025)

Co-AttenDWG: Co-Attentive Dimension-Wise Gating and Expert Fusion for Multi-Modal Offensive Content Detection. - Md. Mithun Hossain; Md Shakil Hossain; Sudipto Chaki; Muhammad Firoz Mridha (CoRR, 2025)

Quantum-Informed Contrastive Learning with Dynamic Mixup Augmentation for Class-Imbalanced Expert Systems. - Md Abrar Jahin; Adiba Abid; M. F. Mridha 001 (CoRR, 2025)

Vision Transformers for End-to-End Quark-Gluon Jet Classification from Calorimeter Images. - Md Abrar Jahin; Shahriar Soudeep; Arian Rahman Aditta; Muhammad Firoz Mridha; Nafiz Fahad; Md. Jakir Hossen (CoRR, 2025)

From image classification to segmentation: a comprehensive empirical review. - Ruksana; Jamin Rahman Jim; Md Jonair Hossain; Aritra Das; Md. Mohsin Kabir; Muhammad Firoz Mridha (Iran J. Comput. Sci., 2025)

CRT: A Convolutional Recurrent Transformer for Automatic Sleep State Detection. - SM Nuruzzaman Nobel; S. M. Masfequier Rahman Swapno; Md. Mohsin Kabir; Muhammad Firoz Mridha; Nilanjan Dey; R. Simon Sherratt (IEEE J. Biomed. Health Informatics, 2025)

AdeptHEQ-FL: Adaptive Homomorphic Encryption for Federated Learning of Hybrid Classical-Quantum Models with Dynamic Layer Sparing. - Md Abrar Jahin; Taufikur Rahman Fuad; Muhammad Firoz Mridha; Nafiz Fahad; Md. Jakir Hossen (CoRR, 2025)

Physics-Informed Graph Neural Networks for Transverse Momentum Estimation in CMS Trigger Systems. - Md Abrar Jahin; Shahriar Soudeep; Muhammad Firoz Mridha; Muhammad Mostafa Monowar; Md. Abdul Hamid (CoRR, 2025)

Machine learning-driven IoT device for women's safety: a real-time sexual harassment prevention system. - Md. Reazul Islam; Khondokar Oliullah; Mohsin Kabir; Ashifur Rahman; M. F. Mridha 001; Muhammed Fayyaz Khan; Nilanjan Dey (Multim. Tools Appl., 2025)

DyCAF-Net: Dynamic Class-Aware Fusion Network. - Md Abrar Jahin; Shahriar Soudeep; Muhammad Firoz Mridha; Nafiz Fahad; Md. Jakir Hossen (CoRR, 2025)

A convolutional neural network-based segmentation approach for oil spill detection in satellite imagery with explainable AI. - Arjun Kumar Bose Arnob; Muhammad Firoz Mridha; Meshal Alfarhood; Dunren Che; Mejdl S. Safran (Earth Sci. Informatics, 2025)

An Enhanced LSTM Approach for Detecting IoT-Based DDoS Attacks Using Honeypot Data. - Arjun Kumar Bose Arnob; Muhammad Firoz Mridha; Mejdl S. Safran; Md. Amiruzzaman; Md. Rajibul Islam (Int. J. Comput. Intell. Syst., 2025)