Muhammad Firoz Mridha - researchr alias

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Viewing Publication 1 - 53 from 53

2025

Bilingual Bangla OCR for Rural Empowerment: Detecting Handwritten Queries and Agricultural AssistanceMahanur Alam, Md. Johirul Islam Tutul, Md. Anwar Hussen Wadud, Md. Jakir Hossen, Muhammad Firoz Mridha. ojcomps, 6:943-954, 2025. [doi]

An Enhanced LSTM Approach for Detecting IoT-Based DDoS Attacks Using Honeypot DataArjun Kumar Bose Arnob, Muhammad Firoz Mridha, Mejdl S. Safran, Md. Amiruzzaman, Md. Rajibul Islam. ijcisys, 18(1):19, December 2025. [doi]

MultiBanFakeDetect: Integrating advanced fusion techniques for multimodal detection of Bangla fake news in under-resourced contextsFatema Tuj Johora Faria, Mukaffi Bin Moin, Zayeed Hasan, Md. Arafat Alam Khandaker, Niful Islam, Khan Md. Hasib, Muhammad Firoz Mridha. ijinfomandi, 5(2):100347, 2025. [doi]

Multimodal Programming in Computer Science with Interactive Assistance Powered by Large Language ModelRajan Das Gupta, Md. Tanzib Hosain, Muhammad Firoz Mridha, Salah Uddin Ahmed. hci 2025: 59-69 [doi]

Dimension-Wise Gated Cross-Attention for Multimodal Sentiment AnalysisMd Shakil Hossain, MD. Mithun Hossain, Sudipto Chaki, Muhammad Firoz Mridha, Md. Saifur Rahman, Mohammad Ali Moni. WWW 2025: 1979-1987 [doi]

Fusing Transformer-XL with bi-directional recurrent networks for cyberbullying detectionMD. Mithun Hossain, Md Shakil Hossain, Md. Shakhawat Hossain, Muhammad Firoz Mridha, Mejdl S. Safran, Sultan Alfarhood, Dunren Che. peerj-cs, 11, 2025. [doi]

EmoNet: Deep Attentional Recurrent CNN for X (Formerly Twitter) Emotion ClassificationMd Shakil Hossain, MD. Mithun Hossain, Md. Shakhawat Hossain, Muhammad Firoz Mridha, Mejdl S. Safran, Sultan Alfarhood. access, 13:37591-37610, 2025. [doi]

CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion DetectionMd Abrar Jahin, Shahriar Soudeep, Fahmid Al Farid, Muhammad Firoz Mridha, Raihan Kabir, Md. Rashedul Islam, Hezerul Abdul Karim. ieaaie 2026: 415-428 [doi]

Computer vision algorithms in healthcare: Recent advancements and future challengesMd. Mohsin Kabir, Ashifur Rahman, Md Mahadi Hasan Nahid, Muhammad Firoz Mridha. cbm, 185:109531, 2025. [doi]

A Physics-Guided Bayesian Neural Network for Sensor Fault Detection in Wind TurbinesMD Azam Khan, Arifur Rahman, Farhad Uddin Mahmud, Kanchon Kumar Bishnu, Hadiur Rahman Nabil, Muhammad Firoz Mridha, Md. Jakir Hossen. ojcomps, 6:931-942, 2025. [doi]

Joint Topic-Emotion Modeling in Financial Texts: A Novel Approach to Investor Sentiment and Market TrendsMd 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. access, 13:28664-28677, 2025. [doi]

ABMF-Net: An Attentive Bayesian Multi-Stage Deep Learning Model for Robust Forecasting of Electricity Price and DemandMd Nazmul Hossain Mir, Arindam Kishor Biswas, Md Shariful Alam Bhuiyan, Md. Golam Rabbani Abir, Muhammad Firoz Mridha, Md. Jakir Hossen. ojcomps, 6:896-907, 2025. [doi]

Personalized Pomodoro Productivity Tracking with Privacy-Preserving Machine Learning in Human-Computer InteractionDurjoy Mistry, Bidita Sarkar Diba, Jayonto Dutta Plabon, Salah Uddin Ahmed, Muhammad Firoz Mridha. hci 2025: 416-427 [doi]

TuSegNet: A Transformer-Based and Attention-Enhanced Architecture for Brain Tumor SegmentationMir Nafiul Nagib, Rahat Pervez, Afsana Alam Nova, Hadiur Rahman Nabil, Zeyar Aung, Muhammad Firoz Mridha. ojcomps, 6:750-761, 2025. [doi]

CRT: A Convolutional Recurrent Transformer for Automatic Sleep State DetectionSM Nuruzzaman Nobel, S. M. Masfequier Rahman Swapno, Md. Mohsin Kabir, Muhammad Firoz Mridha, Nilanjan Dey, R. Simon Sherratt. titb, 29(6):4452-4462, June 2025. [doi]

A systematic review of single-cell RNA sequencing applications and innovationsFahamidur Rahaman Rafi, Nafeya Rahman Heya, Md Sadman Hafiz, Jamin Rahman Jim, Md. Mohsin Kabir, Muhammad Firoz Mridha. CANDC, 115:108362, 2025. [doi]

A Hybrid Temporal Convolutional Network and Transformer Model for Accurate and Scalable Sales ForecastingMd Al Rafi, Gourab Nicholas Rodrigues, Md Nazmul Hossain Mir, Md Shahriar Mahmud Bhuiyan, Muhammad Firoz Mridha, Md. Rashedul Islam, Yutaka Watanobe. ojcomps, 6:380-391, 2025. [doi]

MultiSenseNet: Multi-Modal Deep Learning for Machine Failure Risk PredictionMostafijur Rahman, Md Sabbir Hossain, Uland Rozario, Satyabrata Roy, Muhammad Firoz Mridha, Nilanjan Dey. access, 13:120404-120416, 2025. [doi]

MangoLeafXNet: An Explainable Deep Learning Model for Accurate Mango Leaf Disease ClassificationMd Eshmam Rayed, Jamin Rahman Jim, Md Juniadul Islam, Muhammad Firoz Mridha, Md. Mohsin Kabir, Md. Jakir Hossen. access, 13:93977-94008, 2025. [doi]

From image classification to segmentation: a comprehensive empirical reviewRuksana, Jamin Rahman Jim, Md Jonair Hossain, Aritra Das, Md. Mohsin Kabir, Muhammad Firoz Mridha. irjocs, 8(2):271-301, June 2025. [doi]

T3SSLNet: Triple-Method Self-Supervised Learning for Enhanced Brain Tumor Classification in MRIMd. Nasif Safwan, Souhardo Rahman, Mahamodul Hasan Mahadi, Md. Iftekharul Mobin, Taharat Muhammad Jabir, Zeyar Aung, Muhammad Firoz Mridha. access, 13:127852-127867, 2025. [doi]

Advancements and challenges of deep learning architectures for aerial image analysis: A systematic reviewHashibul Ahsan Shoaib, Hadiur Rahman Nabil, Md Anisur Rahman, Md. Mohsin Kabir, Muhammad Firoz Mridha, Jungpil Shin 0001. iswa, 27:200537, 2025. [doi]

X-Brain: Explainable recognition of brain tumors using robust deep attention CNNMoshiur Rahman Tonmoy, Md. Atik Shams, Md. Akhtaruzzaman Adnan, Muhammad Firoz Mridha, Mejdl S. Safran, Sultan Alfarhood, Dunren Che. bspc, 100:106988, 2025. [doi]

2024

IMVB7t: A Multi-Modal Model for Food Preferences based on Artificially Produced TraitsMushfiqur Rahman Abir, Md. Tanzib Hosain, Md. Abdullah-Al-Jubair, Muhammad Firoz Mridha. icca2 2024: 882-888 [doi]

Machine Learning for Predictive Database Caching Strategies: A state-of-the-art reviewSadia Afrin, Md Abdullah All Mahmud, Abdus Salam, Md. Abdullah-Al-Jubair, Muhammad Firoz Mridha. icca2 2024: 540-547 [doi]

Musical Genre Classification Using Advanced Audio Analysis and Deep Learning TechniquesMumtahina Ahmed, Uland Rozario, Md Mohshin Kabir, Zeyar Aung, Jungpil Shin 0001, Muhammad Firoz Mridha. ojcomps, 5:457-467, 2024. [doi]

Explainable federated learning for privacy-preserving bangla sign language detectionBidita Sarkar Diba, Jayonto Dutta Plabon, Md Mahmudur Rahman, Durjoy Mistry, Aloke Kumar Saha, Muhammad Firoz Mridha. eaai, 134:108657, 2024. [doi]

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. access, 12:37521-37539, 2024. [doi]

Exploring Progress in Text-to-Image Synthesis: An In-Depth Survey on the Evolution of Generative Adversarial NetworksMd. Ahsan Habib, Md. Anwar Hussen Wadud, Md Fazlul Karim Patwary, Mohammad Motiur Rahman, Muhammad Firoz Mridha, Yuichi Okuyama 0001, Jungpil Shin 0001. access, 12:178401-178440, 2024. [doi]

DCNN: Deep Convolutional Neural Network With XAI for Efficient Detection of Specific Language Impairment in ChildrenKhan Md. Hasib, Muhammad Firoz Mridha, Md. Humaion Kabir Mehedi, Kazi Omar Faruk, Rabeya Khatun Muna, Shahriar Iqbal, Md. Rashedul Islam, Yutaka Watanobe. access, 12:101660-101678, 2024. [doi]

Explainable AI approaches in deep learning: Advancements, applications and challengesMd. Tanzib Hosain, Jamin Rahman Jim, Muhammad Firoz Mridha, Md. Mohsinul Kabir. cee, 117:109246, 2024. [doi]

Privacy Preserving Machine Learning With Federated Personalized Learning in Artificially Generated EnvironmentMd. Tanzib Hosain, Mushfiqur Rahman Abir, Md. Yeasin Rahat, Muhammad Firoz Mridha, Saddam Hossain Mukta. ojcomps, 5:694-704, 2024. [doi]

TransNet: Deep Attentional Hybrid Transformer for Arabic Posts ClassificationMD. Mithun Hossain, Md Shakil Hossain, Md Shakhawat Hossain, Muhammad Firoz Mridha, Mejdl S. Safran, Sultan Alfarhood. access, 12:111070-111096, 2024. [doi]

A Hybrid Attention-Based Transformer Model for Arabic News Classification Using Text Embedding and Deep LearningMD. Mithun Hossain, Md Shakil Hossain, Mejdl S. Safran, Sultan Alfarhood, Meshal Alfarhood, Muhammad Firoz Mridha. access, 12:198046-198066, 2024. [doi]

From image to language: A critical analysis of Visual Question Answering (VQA) approaches, challenges, and opportunitiesMd Farhan Ishmam, Md Sakib Hossain Shovon, Muhammad Firoz Mridha, Nilanjan Dey. inffus, 106:102270, 2024. [doi]

Deep Learning and Computer Vision Techniques for Enhanced Quality Control in Manufacturing ProcessesMd Raisul Islam, Md. Zakir Hossain Zamil, Md Eshmam Rayed, Md. Mohsinul Kabir, Muhammad Firoz Mridha, Satoshi Nishimura, Jungpil Shin 0001. access, 12:121449-121479, 2024. [doi]

Generative Adversarial Networks (GANs) in Medical Imaging: Advancements, Applications, and ChallengesShowrov Islam, Md. Tarek Aziz, Hadiur Rahman Nabil, Jamin Rahman Jim, Muhammad Firoz Mridha, Md. Mohsinul Kabir, Nobuyoshi Asai, Jungpil Shin 0001. access, 12:35728-35753, 2024. [doi]

SafeguardNet: Enhancing Corporate Safety via Tailored Deep Transfer Learning for Threat RecognitionNusrat Jahan, Mohammad Sayem Chowdhury, Tofayet Sultan, Muhammad Firoz Mridha, Md. Saddam Hossain Mukta. access, 12:113502-113517, 2024. [doi]

Recent advancements and challenges of NLP-based sentiment analysis: A state-of-the-art reviewJamin Rahman Jim, Md Apon Riaz Talukder, Partha Malakar, Md. Mohsin Kabir, Kamruddin Nur, Muhammad Firoz Mridha. nlpj, 6:100059, 2024. [doi]

PLD-Det: plant leaf disease detection in real time using an end-to-end neural network approach based on improved YOLOv7Md. Humaion Kabir Mehedi, Nafisa Nawer, Shafi Ahmed, Md. Shakiful Islam Khan, Khan Md. Hasib, Muhammad Firoz Mridha, Md. Golam Rabiul Alam, Thanh Thi Nguyen. nca, 36(34):21885-21898, December 2024. [doi]

Federated Learning-Based Architecture for Personalized Next Emoji Prediction for Social Media CommentsDurjoy Mistry, Jayonto Dutta Plabon, Bidita Sarkar Diba, Md. Saddam Hossain Mukta, Muhammad Firoz Mridha. access, 12:140339-140358, 2024. [doi]

Social Media as a Mirror: Reflecting Mental Health Through Computational LinguisticsMd. Iftekharul Mobin, A. F. M. Suaib Akhter, Muhammad Firoz Mridha, S. M. Hasan Mahmud, Zeyar Aung. access, 12:130143-130164, 2024. [doi]

Advanced sleep disorder detection using multi-layered ensemble learning and advanced data balancing techniquesMuhammad Mostafa Monowar, SM Nuruzzaman Nobel, Maharin Afroj, Md. Abdul Hamid, Md. Zia Uddin, Md. Mohsin Kabir, Muhammad Firoz Mridha. frai, 7, 2024. [doi]

In-depth review of AI-enabled unmanned aerial vehicles: trends, vision, and challengesOsim Kumar Pal, Md Sakib Hossain Shovon, Muhammad Firoz Mridha, Jungpil Shin 0001. dai, 4(1):97, 2024. [doi]

Optimized Malaria Identification through Transfer Learning AppoachAl Jubayer Pial, Md. Ashiq Ul Islam Sajid, Abdullah Mubin, Muhammad Zawad Mahmud, Muhammad Firoz Mridha, Abdullah Jubair. icca2 2024: 719-724 [doi]

Machine learning and deep learning for user authentication and authorization in cybersecurity: A state-of-the-art reviewZinniya Taffannum Pritee, Mehedi Hasan Anik, Saida Binta Alam, Jamin Rahman Jim, Md. Mohsin Kabir, Muhammad Firoz Mridha. compsec, 140:103747, 2024. [doi]

Arabic Speech Recognition: Advancement and ChallengesAshifur Rahman, Md. Mohsinul Kabir, Muhammad Firoz Mridha, Mohammed Hamad Alatiyyah, Haifa F. Alhasson, Shuaa S. Alharbi. access, 12:39689-39716, 2024. [doi]

Segmentation for mammography classification utilizing deep convolutional neural networkDip Kumar Saha, Tuhin Hossain, Mejdl S. Safran, Sultan Alfarhood, Muhammad Firoz Mridha, Dunren Che. bmcmi, 24:334, 2024. [doi]

DeepUNet24: A Deep Learning Model for Lane Segmentation in Autonomous Vehicles NavigationHashibul Ahsan Shoaib, Mst. Moushumi Khatun, Md. Golam Rabbani Abir, Adit Ishraq, Sabiha Firdaus, Kamruddin Nur, Muhammad Firoz Mridha. icca2 2024: 406-413 [doi]

Advancing low-light object detection with you only look once models: An empirical study and performance evaluationSamier Uddin Ahammad Shovo, Md. Golam Rabbani Abir, Md. Mohsin Kabir, Muhammad Firoz Mridha. ccs, 6(4):119-134, December 2024. [doi]

Secure Federated Learning for Parkinson's Disease: Non-IID Data Partitioning and Homomorphic Encryption StrategiesSharia Arfin Tanim, Al Rafi Aurnob, Muhammad Firoz Mridha, Mejdl S. Safran, Sultan Alfarhood, Dunren Che. access, 12:127309-127327, 2024. [doi]

A Lightweight Visual Font Style Recognition With Quantized Convolutional AutoencoderMoshiur Rahman Tonmoy, Abdul Fattah Rakib, Rashik Rahman, Md. Akhtaruzzaman Adnan, Muhammad Firoz Mridha, Jie Huang, Jungpil Shin 0001. ojcomps, 5:120-130, 2024. [doi]

2023

Recurrent ALBERT for recommendation: A hybrid architecture for accurate and lightweight restaurant recommendationsAshfia Jannat Keya, Sayefa Arafah Arpona, Muhammad Mohsin Kabir, Muhammad Firoz Mridha. ccs, 5(4):265-279, December 2023. [doi]

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