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ORCIDMuhammad Firoz Mridha
Mohammed Firoz Mridha – M. F. Mridha 0001
Person information
- affiliation: American International University-Bangladesh, Department of Computer Science, Dhaka, Bangladesh
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2020 – today
- 2025
[j68]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:
Joint Topic-Emotion Modeling in Financial Texts: A Novel Approach to Investor Sentiment and Market Trends. IEEE Access 13: 28664-28677 (2025)- [j67]Md Shakil Hossain, MD. Mithun Hossain, Md. Shakhawat Hossain, Muhammad Firoz Mridha, Mejdl S. Safran, Sultan Alfarhood:
EmoNet: Deep Attentional Recurrent CNN for X (Formerly Twitter) Emotion Classification. IEEE Access 13: 37591-37610 (2025) - [j66]Arindam Kishor Biswas, Md Shariful Alam Bhuiyan, Md Nazmul Hossain Mir, Ashifur Rahman, Mohammed Firoz Mridha, Md. Rashedul Islam, Yutaka Watanobe:
A Dual Output Temporal Convolutional Network With Attention Architecture for Stock Price Prediction and Risk Assessment. IEEE Access 13: 53621-53639 (2025) - [j65]Md Shahriar Mahmud Bhuiyan, Md Al Rafi, Gourab Nicholas Rodrigues, Md Nazmul Hossain Mir, Adit Ishraq, M. F. Mridha, Jungpil Shin:
Deep learning for algorithmic trading: A systematic review of predictive models and optimization strategies. Array 26: 100390 (2025) - [j64]Sharia Arfin Tanim, Al Rafi Aurnob, Tahmid Enam Shrestha, Md Rokon Islam Emon, Muhammad Firoz Mridha, Md Saef Ullah Miah:
Explainable deep learning for diabetes diagnosis with DeepNetX2. Biomed. Signal Process. Control. 99: 106902 (2025) - [j63]Moshiur Rahman Tonmoy, Md. Atik Shams, Md. Akhtaruzzaman Adnan, Muhammad Firoz Mridha, Mejdl S. Safran, Sultan Alfarhood, Dunren Che:
X-Brain: Explainable recognition of brain tumors using robust deep attention CNN. Biomed. Signal Process. Control. 100: 106988 (2025) - [j62]Fahamidur Rahaman Rafi, Nafeya Rahman Heya, Md Sadman Hafiz, Jamin Rahman Jim, Md. Mohsin Kabir, Muhammad Firoz Mridha:
A systematic review of single-cell RNA sequencing applications and innovations. Comput. Biol. Chem. 115: 108362 (2025) - [j61]Md. Mohsin Kabir, Ashifur Rahman, Md Mahadi Hasan Nahid, Muhammad Firoz Mridha:
Computer vision algorithms in healthcare: Recent advancements and future challenges. Comput. Biol. Medicine 185: 109531 (2025) - [j60]Arjun Kumar Bose Arnob, Muhammad Firoz Mridha, Mejdl S. Safran, Md. Amiruzzaman, Md. Rajibul Islam:
An Enhanced LSTM Approach for Detecting IoT-Based DDoS Attacks Using Honeypot Data. Int. J. Comput. Intell. Syst. 18(1): 19 (2025) - [j59]Md Al Rafi, Gourab Nicholas Rodrigues, Md Nazmul Hossain Mir, Md Shahriar Mahmud Bhuiyan, Muhammad Firoz Mridha, Md. Rashedul Islam, Yutaka Watanobe:
A Hybrid Temporal Convolutional Network and Transformer Model for Accurate and Scalable Sales Forecasting. IEEE Open J. Comput. Soc. 6: 380-391 (2025) - [i40]Md. Arafat Alam Khandaker, Ziyan Shirin Raha, Salehin Bin Iqbal, Muhammad Firoz Mridha, Jungpil Shin:
From Images to Insights: Transforming Brain Cancer Diagnosis with Explainable AI. CoRR abs/2501.05426 (2025) - [i39]Hasin Jawad Ali, Ajwad Abrar, Md Shakhawat Hossain, Muhammad Firoz Mridha:
Social media polarization during conflict: Insights from an ideological stance dataset on Israel-Palestine Reddit comments. CoRR abs/2502.00414 (2025) - [i38]Md Abrar Jahin, Shahriar Soudeep, Muhammad Firoz Mridha, Raihan Kabir, Md. Rashedul Islam, Yutaka Watanobe:
CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection. CoRR abs/2503.00961 (2025) - [i37]Md Abrar Jahin, Shahriar Soudeep, Muhammad Firoz Mridha, Nilanjan Dey:
Soybean Disease Detection via Interpretable Hybrid CNN-GNN: Integrating MobileNetV2 and GraphSAGE with Cross-Modal Attention. CoRR abs/2503.01284 (2025) - [i36]Rajan Das Gupta, Md. Tanzib Hosain, Muhammad Firoz Mridha, Salah Uddin Ahmed:
Multimodal Programming in Computer Science with Interactive Assistance Powered by Large Language Model. CoRR abs/2503.06552 (2025) - [i35]Moshiur Rahman Tonmoy, Md. Mithun Hossain, Nilanjan Dey, Muhammad Firoz Mridha:
MobilePlantViT: A Mobile-friendly Hybrid ViT for Generalized Plant Disease Image Classification. CoRR abs/2503.16628 (2025) - 2024
- [j58]SM Nuruzzaman Nobel, Md. Asif Imran, Nahida Zaman Bina, Md. Mohsin Kabir, Mejdl S. Safran, Sultan Alfarhood, Muhammad Firoz Mridha:
Palm Leaf Health Management: A Hybrid Approach for Automated Disease Detection and Therapy Enhancement. IEEE Access 12: 9097-9111 (2024) - [j57]Md. Ahsan Habib, Md. Anwar Hussen Wadud, Lubna Yeasmin Pinky, Mehedi Hasan Talukder, Mohammad Motiur Rahman, Muhammad Firoz Mridha, Yuichi Okuyama, Jungpil Shin:
GACnet-Text-to-Image Synthesis With Generative Models Using Attention Mechanisms With Contrastive Learning. IEEE Access 12: 9572-9585 (2024) - [j56]Abdullah Al Maruf, Fahima Khanam, Md. Mahmudul Haque, Zakaria Masud Jiyad, Muhammad Firoz Mridha, Zeyar Aung:
Challenges and Opportunities of Text-Based Emotion Detection: A Survey. IEEE Access 12: 18416-18450 (2024) - [j55]Showrov Islam, Md. Tarek Aziz, Hadiur Rahman Nabil, Jamin Rahman Jim, Muhammad Firoz Mridha, Md. Mohsin Kabir, Nobuyoshi Asai, Jungpil Shin:
Generative Adversarial Networks (GANs) in Medical Imaging: Advancements, Applications, and Challenges. IEEE Access 12: 35728-35753 (2024) - [j54]Md. Mubtasim Fuad, A. Faiyaz, Noor Mairukh Khan Arnob, Muhammad Firoz Mridha, Aloke Kumar Saha, Zeyar Aung:
Okkhor-Diffusion: Class Guided Generation of Bangla Isolated Handwritten Characters Using Denoising Diffusion Probabilistic Model (DDPM). IEEE Access 12: 37521-37539 (2024) - [j53]Ashifur Rahman, Md. Mohsin Kabir, Muhammad Firoz Mridha, Mohammed Hamad Alatiyyah, Haifa F. Alhasson, Shuaa S. Alharbi:
Arabic Speech Recognition: Advancement and Challenges. IEEE Access 12: 39689-39716 (2024) - [j52]Khan Md. Hasib, Muhammad Firoz Mridha, Md. Humaion Kabir Mehedi, Kazi Omar Faruk, Rabeya Khatun Muna, Shahriar Iqbal, Md. Rashedul Islam, Yutaka Watanobe:
DCNN: Deep Convolutional Neural Network With XAI for Efficient Detection of Specific Language Impairment in Children. IEEE Access 12: 101660-101678 (2024) - [j51]MD. Mithun Hossain, Md Shakil Hossain, Md Shakhawat Hossain, Muhammad Firoz Mridha, Mejdl S. Safran, Sultan Alfarhood:
TransNet: Deep Attentional Hybrid Transformer for Arabic Posts Classification. IEEE Access 12: 111070-111096 (2024) - [j50]Nusrat Jahan, Mohammad Sayem Chowdhury, Tofayet Sultan, Muhammad Firoz Mridha, Md. Saddam Hossain Mukta:
SafeguardNet: Enhancing Corporate Safety via Tailored Deep Transfer Learning for Threat Recognition. IEEE Access 12: 113502-113517 (2024) - [j49]Md Raisul Islam, Md. Zakir Hossain Zamil, Md Eshmam Rayed, Md. Mohsin Kabir, Muhammad Firoz Mridha, Satoshi Nishimura, Jungpil Shin:
Deep Learning and Computer Vision Techniques for Enhanced Quality Control in Manufacturing Processes. IEEE Access 12: 121449-121479 (2024) - [j48]Sharia Arfin Tanim, Al Rafi Aurnob, Muhammad Firoz Mridha, Mejdl S. Safran, Sultan Alfarhood, Dunren Che:
Secure Federated Learning for Parkinson's Disease: Non-IID Data Partitioning and Homomorphic Encryption Strategies. IEEE Access 12: 127309-127327 (2024) - [j47]Md. Iftekharul Mobin, A. F. M. Suaib Akhter, Muhammad Firoz Mridha, S. M. Hasan Mahmud, Zeyar Aung:
Social Media as a Mirror: Reflecting Mental Health Through Computational Linguistics. IEEE Access 12: 130143-130164 (2024) - [j46]Durjoy Mistry, Jayonto Dutta Plabon, Bidita Sarkar Diba, Md. Saddam Hossain Mukta, Muhammad Firoz Mridha:
Federated Learning-Based Architecture for Personalized Next Emoji Prediction for Social Media Comments. IEEE Access 12: 140339-140358 (2024) - [j45]Md. Ahsan Habib, Md. Anwar Hussen Wadud, Md Fazlul Karim Patwary, Mohammad Motiur Rahman, Muhammad Firoz Mridha, Yuichi Okuyama, Jungpil Shin:
Exploring Progress in Text-to-Image Synthesis: An In-Depth Survey on the Evolution of Generative Adversarial Networks. IEEE Access 12: 178401-178440 (2024) - [j44]MD. Mithun Hossain, Md Shakil Hossain, Mejdl S. Safran, Sultan Alfarhood, Meshal Alfarhood, Muhammad Firoz Mridha:
A Hybrid Attention-Based Transformer Model for Arabic News Classification Using Text Embedding and Deep Learning. IEEE Access 12: 198046-198066 (2024) - [j43]Dip Kumar Saha, Tuhin Hossain, Mejdl S. Safran, Sultan Alfarhood, Muhammad Firoz Mridha, Dunren Che:
Segmentation for mammography classification utilizing deep convolutional neural network. BMC Medical Imaging 24: 334 (2024) - [j42]Samier Uddin Ahammad Shovo, Md. Golam Rabbani Abir, Md. Mohsin Kabir, Muhammad Firoz Mridha:
Advancing low-light object detection with you only look once models: An empirical study and performance evaluation. Cogn. Comput. Syst. 6(4): 119-134 (2024) - [j41]Md. Tanzib Hosain, Jamin Rahman Jim, Muhammad Firoz Mridha, Md. Mohsin Kabir:
Explainable AI approaches in deep learning: Advancements, applications and challenges. Comput. Electr. Eng. 117: 109246 (2024) - [j40]Zinniya Taffannum Pritee, Mehedi Hasan Anik, Saida Binta Alam, Jamin Rahman Jim, Md. Mohsin Kabir, Muhammad Firoz Mridha:
Machine learning and deep learning for user authentication and authorization in cybersecurity: A state-of-the-art review. Comput. Secur. 140: 103747 (2024) - [j39]Osim Kumar Pal, Md Sakib Hossain Shovon, Muhammad Firoz Mridha, Jungpil Shin:
In-depth review of AI-enabled unmanned aerial vehicles: trends, vision, and challenges. Discov. Artif. Intell. 4(1): 97 (2024) - [j38]Bidita Sarkar Diba, Jayonto Dutta Plabon, Md Mahmudur Rahman, Durjoy Mistry, Aloke Kumar Saha, Muhammad Firoz Mridha:
Explainable federated learning for privacy-preserving bangla sign language detection. Eng. Appl. Artif. Intell. 134: 108657 (2024) - [j37]Md Farhan Ishmam, Md Sakib Hossain Shovon, Muhammad Firoz Mridha, Nilanjan Dey:
From image to language: A critical analysis of Visual Question Answering (VQA) approaches, challenges, and opportunities. Inf. Fusion 106: 102270 (2024) - [j36]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:
PLD-Det: plant leaf disease detection in real time using an end-to-end neural network approach based on improved YOLOv7. Neural Comput. Appl. 36(34): 21885-21898 (2024) - [j35]Jamin Rahman Jim, Md Apon Riaz Talukder, Partha Malakar, Md. Mohsin Kabir, Kamruddin Nur, Muhammad Firoz Mridha:
Recent advancements and challenges of NLP-based sentiment analysis: A state-of-the-art review. Nat. Lang. Process. J. 6: 100059 (2024) - [j34]Nafiz Ahmed, Anik Kumar Saha, Md. Abdullah Al Noman, Jamin Rahman Jim, Muhammad Firoz Mridha, Md. Mohsin Kabir:
Deep learning-based natural language processing in human-agent interaction: Applications, advancements and challenges. Nat. Lang. Process. J. 9: 100112 (2024) - [j33]Moshiur Rahman Tonmoy, Abdul Fattah Rakib, Rashik Rahman, Md. Akhtaruzzaman Adnan, Muhammad Firoz Mridha, Jie Huang, Jungpil Shin:
A Lightweight Visual Font Style Recognition With Quantized Convolutional Autoencoder. IEEE Open J. Comput. Soc. 5: 120-130 (2024) - [j32]Mumtahina Ahmed, Uland Rozario, Muhammad Mohsin Kabir, Zeyar Aung, Jungpil Shin, Muhammad Firoz Mridha:
Musical Genre Classification Using Advanced Audio Analysis and Deep Learning Techniques. IEEE Open J. Comput. Soc. 5: 457-467 (2024) - [j31]Md. Tanzib Hosain, Mushfiqur Rahman Abir, Md. Yeasin Rahat, Muhammad Firoz Mridha, Saddam Hossain Mukta:
Privacy Preserving Machine Learning With Federated Personalized Learning in Artificially Generated Environment. IEEE Open J. Comput. Soc. 5: 694-704 (2024) - [i34]Md Abrar Jahin, Saleh Akram Naife, Anik Kumar Saha, Muhammad Firoz Mridha:
AI in Supply Chain Risk Assessment: A Systematic Literature Review and Bibliometric Analysis. CoRR abs/2401.10895 (2024) - [i33]Kazrin Ahmad, Md. Saiful Islam, Md Abrar Jahin, Muhammad Firoz Mridha:
Analysis of Internet of Things implementation barriers in the cold supply chain: an integrated ISM-MICMAC and DEMATEL approach. CoRR abs/2402.01804 (2024) - [i32]Anik Kumar Saha, Md Abrar Jahin, Md. Rafiquzzaman, Muhammad Firoz Mridha:
Ergonomic Design of Computer Laboratory Furniture: Mismatch Analysis Utilizing Anthropometric Data of University Students. CoRR abs/2403.05589 (2024) - [i31]Md Abrar Jahin, Saleh Akram Naife, Fatema Tuj Johora Lima, Muhammad Firoz Mridha, Jungpil Shin:
Analyzing Male Domestic Violence through Exploratory Data Analysis and Explainable Machine Learning Insights. CoRR abs/2403.15594 (2024) - [i30]Md Abrar Jahin, Md Sakib Hossain Shovon, Muhammad Firoz Mridha:
TRABSA: Interpretable Sentiment Analysis of Tweets using Attention-based BiLSTM and Twitter-RoBERTa. CoRR abs/2404.00297 (2024) - [i29]Md. Mahfuzur Rahman, Md Abrar Jahin, Md. Saiful Islam, Muhammad Firoz Mridha:
Optimizing Container Loading and Unloading through Dual-Cycling and Dockyard Rehandle Reduction Using a Hybrid Genetic Algorithm. CoRR abs/2406.08534 (2024) - [i28]Niful Islam, Mohaiminul Islam Bhuiyan, Jarin Tasnim Raya, Nur Shazwani Kamarudin, Khan Md. Hasib, Muhammad Firoz Mridha, Dewan Md. Farid:
Deep Fusion Model for Brain Tumor Classification Using Fine-Grained Gradient Preservation. CoRR abs/2406.19690 (2024) - [i27]Md Abrar Jahin, Muhammad Firoz Mridha, Zeyar Aung, Nilanjan Dey, R. Simon Sherratt:
TriQXNet: Forecasting Dst Index from Solar Wind Data Using an Interpretable Parallel Classical-Quantum Framework with Uncertainty Quantification. CoRR abs/2407.06658 (2024) - [i26]Md Abrar Jahin, Md. Akmol Masud, Muhammad Firoz Mridha, Zeyar Aung, Nilanjan Dey:
KACQ-DCNN: Uncertainty-Aware Interpretable Kolmogorov-Arnold Classical-Quantum Dual-Channel Neural Network for Heart Disease Detection. CoRR abs/2410.07446 (2024) - [i25]Md Abrar Jahin, Md. Akmol Masud, Md Wahiduzzaman Suva, Muhammad Firoz Mridha, Nilanjan Dey:
Lorentz-Equivariant Quantum Graph Neural Network for High-Energy Physics. CoRR abs/2411.01641 (2024) - [i24]Md Abrar Jahin, Md. Akmol Masud, Muhammad Firoz Mridha, Nilanjan Dey:
Quantum Rationale-Aware Graph Contrastive Learning for Jet Discrimination. CoRR abs/2411.01642 (2024) - [i23]Md Abrar Jahin, Muhammad Firoz Mridha, Nilanjan Dey:
Human-in-the-Loop Feature Selection Using Interpretable Kolmogorov-Arnold Network-based Double Deep Q-Network. CoRR abs/2411.03740 (2024) - [i22]Md. Kutub Uddin, Md. Saiful Islam, Md Abrar Jahin, Md. Saiful Islam Seam, Muhammad Firoz Mridha:
Solving Generalized Grouping Problems in Cellular Manufacturing Systems Using a Network Flow Model. CoRR abs/2411.04685 (2024) - [i21]Md. Kutub Uddin, Md. Saiful Islam, Md Abrar Jahin, Md. Tanjid Hossen Irfan, Md. Saiful Islam Seam, Muhammad Firoz Mridha:
Designing Cellular Manufacturing System in Presence of Alternative Process Plans. CoRR abs/2411.15361 (2024) - [i20]Shahriar Soudeep, Muhammad Firoz Mridha, Md Abrar Jahin, Nilanjan Dey:
DGNN-YOLO: Dynamic Graph Neural Networks with YOLO11 for Small Object Detection and Tracking in Traffic Surveillance. CoRR abs/2411.17251 (2024) - [i19]Md. Ariful Islam, Muhammad Firoz Mridha, Md Abrar Jahin, Nilanjan Dey:
A Unified Framework for Evaluating the Effectiveness and Enhancing the Transparency of Explainable AI Methods in Real-World Applications. CoRR abs/2412.03884 (2024) - [i18]Mushfiqur Rahman Abir, Md. Tanzib Hosain, Md. Abdullah-Al-Jubair, Muhammad Firoz Mridha:
IMVB7t: A Multi-Modal Model for Food Preferences based on Artificially Produced Traits. CoRR abs/2412.16807 (2024) - 2023
- [j30]Md Sakib Hossain Shovon, Shakrin Jahan Mozumder, Osim Kumar Pal, Muhammad Firoz Mridha, Nobuyoshi Asai, Jungpil Shin:
PlantDet: A Robust Multi-Model Ensemble Method Based on Deep Learning For Plant Disease Detection. IEEE Access 11: 34846-34859 (2023) - [j29]Krishna Mridha, Md. Mezbah Uddin, Jungpil Shin, Susan Khadka, Muhammad Firoz Mridha:
An Interpretable Skin Cancer Classification Using Optimized Convolutional Neural Network for a Smart Healthcare System. IEEE Access 11: 41003-41018 (2023) - [j28]Krishna Mridha, Sandesh Ghimire, Jungpil Shin, Anmol Aran, Md. Mezbah Uddin, Muhammad Firoz Mridha:
Automated Stroke Prediction Using Machine Learning: An Explainable and Exploratory Study With a Web Application for Early Intervention. IEEE Access 11: 52288-52308 (2023) - [j27]Muhammad Mohsin Kabir, Jungpil Shin, Muhammad Firoz Mridha:
Secure Your Steps: A Class-Based Ensemble Framework for Real-Time Fall Detection Using Deep Neural Networks. IEEE Access 11: 64097-64113 (2023) - [j26]Durjoy Mistry, Muhammad Firoz Mridha, Mejdl S. Safran, Sultan Alfarhood, Aloke Kumar Saha, Dunren Che:
Privacy-Preserving On-Screen Activity Tracking and Classification in E-Learning Using Federated Learning. IEEE Access 11: 79315-79329 (2023) - [j25]Ashfia Jannat Keya, Muhammad Mohsin Kabir, Nusrat Jahan Shammey, Muhammad Firoz Mridha, Md. Rashedul Islam, Yutaka Watanobe:
G-BERT: An Efficient Method for Identifying Hate Speech in Bengali Texts on Social Media. IEEE Access 11: 79697-79709 (2023) - [j24]Istiak Mahmud, Md. Mohsin Kabir, Jungpil Shin, Chayan Mistry, Yoichi Tomioka, Muhammad Firoz Mridha:
Advancing Wildlife Protection: Mask R-CNN for Rail Track Identification and Unwanted Object Detection. IEEE Access 11: 99519-99534 (2023) - [j23]Jamin Rahman Jim, Md. Tanzib Hosain, Muhammad Firoz Mridha, Md. Mohsin Kabir, Jungpil Shin:
Toward Trustworthy Metaverse: Advancements and Challenges. IEEE Access 11: 118318-118347 (2023) - [j22]Md Sakib Hossain Shovon, Muhammad Firoz Mridha, Khan Md. Hasib, Sultan Alfarhood, Mejdl S. Safran, Dunren Che:
Addressing Uncertainty in Imbalanced Histopathology Image Classification of HER2 Breast Cancer: An Interpretable Ensemble Approach With Threshold Filtered Single Instance Evaluation (SIE). IEEE Access 11: 122238-122251 (2023) - [j21]Ashfia Jannat Keya, Sayefa Arafah Arpona, Muhammad Mohsin Kabir, Muhammad Firoz Mridha:
Recurrent ALBERT for recommendation: A hybrid architecture for accurate and lightweight restaurant recommendations. Cogn. Comput. Syst. 5(4): 265-279 (2023) - [j20]Md. Anwar Hussen Wadud, Muhammad Firoz Mridha, Jungpil Shin, Kamruddin Nur, Aloke Kumar Saha:
Deep-BERT: Transfer Learning for Classifying Multilingual Offensive Texts on Social Media. Comput. Syst. Sci. Eng. 44(2): 1775-1791 (2023) - [j19]Muhammad Firoz Mridha, Zabir Mohammad, Muhammad Mohsin Kabir, Aklima Akter Lima, Sujoy Chandra Das, Md. Rashedul Islam, Yutaka Watanobe:
An Unsupervised Writer Identification Based on Generating Clusterable燛mbeddings. Comput. Syst. Sci. Eng. 46(2): 2059-2073 (2023) - [j18]Khan Md. Hasib, Nurul Akter Towhid, Kazi Omar Faruk, Jubayer Al Mahmud, Muhammad Firoz Mridha:
Strategies for enhancing the performance of news article classification in Bangla: Handling imbalance and interpretation. Eng. Appl. Artif. Intell. 125: 106688 (2023) - [j17]Zabir Mohammad, Arif Reza Anwary, Muhammad Firoz Mridha, Md Sakib Hossain Shovon, Michael Vassallo:
An Enhanced Ensemble Deep Neural Network Approach for Elderly Fall Detection System Based on Wearable Sensors. Sensors 23(10): 4774 (2023) - [j16]Md. Reazul Islam, Muhammad Mohsin Kabir, Muhammad Firoz Mridha, Sultan Alfarhood, Mejdl S. Safran, Dunren Che:
Deep Learning-Based IoT System for Remote Monitoring and Early Detection of Health Issues in Real-Time. Sensors 23(11): 5204 (2023) - [c15]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:
Time Series Analysis and Forecasting of Air Quality Index of Dhaka City of Bangladesh. AIIoT 2023: 63-69 - [c14]Abu Zobayer Bin Siddique, Shoibal Das, Poonam Tabassum, All Moon Tasir, Shovon Roy, Md. Saifur Rahman, Muhammad Firoz Mridha, Ashraful Islam:
Late and Early Blight Diseases Identification of Potatoes with a Light Weight Hybrid Transfer Learning Model. AIIoT 2023: 105-111 - [i17]Md Abrar Jahin, Md Sakib Hossain Shovon, Md. Saiful Islam, Jungpil Shin, Muhammad Firoz Mridha, Yuichi Okuyama:
QAmplifyNet: Pushing the Boundaries of Supply Chain Backorder Prediction Using Interpretable Hybrid Quantum - Classical Neural Network. CoRR abs/2307.12906 (2023) - [i16]Md Abrar Jahin, Md Sakib Hossain Shovon, Jungpil Shin, Istiyaque Ahmed Ridoy, Yoichi Tomioka, Muhammad Firoz Mridha:
Big Data - Supply Chain Management Framework for Forecasting: Data Preprocessing and Machine Learning Techniques. CoRR abs/2307.12971 (2023) - [i15]Md Sakib Hossain Shovon, Muhammad Firoz Mridha, Khan Md. Hasib, Sultan Alfarhood, Mejdl S. Safran, Dunren Che:
Addressing Uncertainty in Imbalanced Histopathology Image Classification of HER2 Breast Cancer: An interpretable Ensemble Approach with Threshold Filtered Single Instance Evaluation (SIE). CoRR abs/2308.00806 (2023) - [i14]Abdullah Al Imran, Md Sakib Hossain Shovon, Muhammad Firoz Mridha:
BaitBuster-Bangla: A Comprehensive Dataset for Clickbait Detection in Bangla with Multi-Feature and Multi-Modal Analysis. CoRR abs/2310.11465 (2023) - [i13]Osim Kumar Pal, Md Sakib Hossain Shovon, Muhammad Firoz Mridha, Jungpil Shin:
A Comprehensive Review of AI-enabled Unmanned Aerial Vehicle: Trends, Vision , and Challenges. CoRR abs/2310.16360 (2023) - [i12]Md Farhan Ishmam, Md Sakib Hossain Shovon, Muhammad Firoz Mridha, Nilanjan Dey:
From Image to Language: A Critical Analysis of Visual Question Answering (VQA) Approaches, Challenges, and Opportunities. CoRR abs/2311.00308 (2023) - 2022
- [j15]Md. Rashedul Islam, Aklima Akter Lima, Sujoy Chandra Das, Muhammad Firoz Mridha, Akibur Rahman Prodeep, Yutaka Watanobe:
A Comprehensive Survey on the Process, Methods, Evaluation, and Challenges of Feature Selection. IEEE Access 10: 99595-99632 (2022) - [j14]Khan Md. Hasib, Anika Tanzim, Jungpil Shin, Kazi Omar Faruk, Jubayer Al Mahmud, Muhammad Firoz Mridha:
BMNet-5: A Novel Approach of Neural Network to Classify the Genre of Bengali Music Based on Audio Features. IEEE Access 10: 108545-108563 (2022) - [j13]Jubayer Al Mahmud, Bandhan Chandra Das, Jungpil Shin, Khan Md. Hasib, Rifat Sadik, Muhammad Firoz Mridha:
3D Gesture Recognition and Adaptation for Human-Robot Interaction. IEEE Access 10: 116485-116513 (2022) - [j12]Muhammad Firoz Mridha, Abu Quwsar Ohi, Md. Abdul Hamid, Muhammad Mostafa Monowar:
A study on the challenges and opportunities of speech recognition for Bengali language. Artif. Intell. Rev. 55(4): 3431-3455 (2022) - [j11]Md. Anwar Hussen Wadud, Muhammad Mohsin Kabir, Muhammad Firoz Mridha, M. Ameer Ali, Md. Abdul Hamid, Muhammad Mostafa Monowar:
How can we manage Offensive Text in Social Media - A Text Classification Approach using LSTM-BOOST. Int. J. Inf. Manag. Data Insights 2(2): 100095 (2022) - [j10]Muhammad Mostafa Monowar, Md. Abdul Hamid, Abu Quwsar Ohi, Madini O. Alassafi, Muhammad Firoz Mridha:
AutoRet: A Self-Supervised Spatial Recurrent Network for Content-Based Image Retrieval. Sensors 22(6): 2188 (2022) - [c13]Farzana Arefin Nazira, Sadah Anjum Shanto, Kamruddin Nur, Muhammad Firoz Mridha:
Hemifacial Microsomia Detection Using Convolutional Neural Networks. ICCA 2022: 384-391 - [c12]Adit Ishraq, Sayefa Arafah, Sadiya Akter Mim, Nusrat Jahan Shammey, Muhammad Firoz Mridha, Md. Saifur Rahman:
Cassava Leaf Disease Classification Using Supervised Contrastive Learning. MIET (1) 2022: 60-71 - [i11]Muhammad Firoz Mridha, Md. Kishor Morol, Md. Asraf Ali, Md Sakib Hossain Shovon:
convoHER2: A Deep Neural Network for Multi-Stage Classification of HER2 Breast Cancer. CoRR abs/2211.10690 (2022) - 2021
- [j9]Abu Quwsar Ohi, Muhammad Firoz Mridha, Md. Abdul Hamid, Muhammad Mostafa Monowar, Faris A. Kateb:
FabricNet: A Fiber Recognition Architecture Using Ensemble ConvNets. IEEE Access 9: 13224-13236 (2021) - [j8]Muhammad Mohsin Kabir, Muhammad Firoz Mridha, Jungpil Shin, Israt Jahan, Abu Quwsar Ohi:
A Survey of Speaker Recognition: Fundamental Theories, Recognition Methods and Opportunities. IEEE Access 9: 79236-79263 (2021) - [j7]Abu Quwsar Ohi, Muhammad Firoz Mridha, Md. Abdul Hamid, Muhammad Mostafa Monowar:
Deep Speaker Recognition: Process, Progress, and Challenges. IEEE Access 9: 89619-89643 (2021) - [j6]Muhammad Firoz Mridha, Abu Quwsar Ohi, Jungpil Shin, Muhammad Mohsin Kabir, Muhammad Mostafa Monowar, Md. Abdul Hamid:
A Thresholded Gabor-CNN Based Writer Identification System for Indic Scripts. IEEE Access 9: 132329-132341 (2021) - [j5]Muhammad Firoz Mridha, Aklima Akter Lima, Kamruddin Nur, Sujoy Chandra Das, Mahmud Hasan, Muhammad Mohsin Kabir:
A Survey of Automatic Text Summarization: Progress, Process and Challenges. IEEE Access 9: 156043-156070 (2021) - [j4]Muhammad Firoz Mridha, Ashfia Jannat Keya, Md. Abdul Hamid, Muhammad Mostafa Monowar, Md. Saifur Rahman:
A Comprehensive Review on Fake News Detection With Deep Learning. IEEE Access 9: 156151-156170 (2021) - [j3]Muhammad Firoz Mridha, Md. Anwar Hussen Wadud, Md. Abdul Hamid, Muhammad Mostafa Monowar, Mohammad Abdullah-Al-Wadud, Atif Alamri:
L-Boost: Identifying Offensive Texts From Social Media Post in Bengali. IEEE Access 9: 164681-164699 (2021) - [j2]Muhammad Firoz Mridha, Sujoy Chandra Das, Muhammad Mohsin Kabir, Aklima Akter Lima, Md. Rashedul Islam, Yutaka Watanobe:
Brain-Computer Interface: Advancement and Challenges. Sensors 21(17): 5746 (2021) - [i10]Muhammad Mohsin Kabir, Abu Quwsar Ohi, Md. Saifur Rahman, Muhammad Firoz Mridha:
An Evolution of CNN Object Classifiers on Low-Resolution Images. CoRR abs/2101.00686 (2021) - [i9]Abu Quwsar Ohi, Muhammad Firoz Mridha, Md. Abdul Hamid, Muhammad Mostafa Monowar, Faris A. Kateb:
FabricNet: A Fiber Recognition Architecture Using Ensemble ConvNets. CoRR abs/2101.05564 (2021) - [i8]Muhammad Firoz Mridha, Abu Quwsar Ohi, M. Ameer Ali, Muhammad Mostafa Monowar, Md. Abdul Hamid:
U-vectors: Generating clusterable speaker embedding from unlabeled data. CoRR abs/2102.03868 (2021) - [i7]Farisa Benta Safir, Abu Quwsar Ohi, Muhammad Firoz Mridha, Muhammad Mostafa Monowar, Md. Abdul Hamid:
End-to-End Optical Character Recognition for Bengali Handwritten Words. CoRR abs/2105.04020 (2021) - [i6]Muhammad Firoz Mridha, Abu Quwsar Ohi, Md. Abdul Hamid, Muhammad Mostafa Monowar:
Challenges and Opportunities of Speech Recognition for Bengali Language. CoRR abs/2109.13217 (2021) - 2020
- [j1]Abu Quwsar Ohi, Muhammad Firoz Mridha, Farisa Benta Safir, Md. Abdul Hamid, Muhammad Mostafa Monowar:
AutoEmbedder: A semi-supervised DNN embedding system for clustering. Knowl. Based Syst. 204: 106190 (2020) - [c11]Rakib Ul Haque, Muhammad Firoz Mridha, Aloke Kumar Saha, Md. Abdul Hamid, Kamruddin Nur:
Identification of Extreme Guilt and Grave Fault in Bengali Language. ICCA 2020: 42:1-42:5 - [i5]Abu Quwsar Ohi, Muhammad Firoz Mridha, Farisa Benta Safir, Md. Abdul Hamid, Muhammad Mostafa Monowar:
AutoEmbedder: A semi-supervised DNN embedding system for clustering. CoRR abs/2007.05830 (2020) - [i4]Muhammad Firoz Mridha, Md. Saifur Rahman, Abu Quwsar Ohi:
Human Abnormality Detection Based on Bengali Text. CoRR abs/2007.10718 (2020) - [i3]Abu Quwsar Ohi, Muhammad Firoz Mridha, Md. Abdul Hamid, Muhammad Mostafa Monowar, Dongsu Lee, Jinsul Kim:
A Lightweight Speaker Recognition System Using Timbre Properties. CoRR abs/2010.05502 (2020) - [i2]Muhammad Mohsin Kabir, Abu Quwsar Ohi, Muhammad Firoz Mridha:
A Multi-Plant Disease Diagnosis Method using Convolutional Neural Network. CoRR abs/2011.05151 (2020) - [i1]Muhammad Firoz Mridha, Abu Quwsar Ohi, M. Ameer Ali, Mazedul Islam Emon, Muhammad Mohsin Kabir:
BanglaWriting: A multi-purpose offline Bangla handwriting dataset. CoRR abs/2011.07499 (2020)
2010 – 2019
- 2019
- [c10]Nusrat Jahan, Rakib Ul Haque, Aloke Kumar Saha, Muhammad Firoz Mridha, Md. Abdul Hamid:
Identification of Expectancy, Proximity, and Compatibility of the Bengali Language. CSE/EUC 2019: 349-354 - [c9]Md. Ibrahim Mamun, Afroza Rahman, Md. Abdul Khaleque, Md. Abdul Hamid, Muhammad Firoz Mridha:
AutiLife: A Healthcare Monitoring System for Autism Center in 5G Cellular Network using Machine Learning Approach. INDIN 2019: 1501-1506 - [c8]Md. Ibrahim Mamun, Afroza Rahman, Md. Abdul Khaleque, Muhammad Firoz Mridha, Md. Abdul Hamid:
Healthcare Monitoring System Inside Self-driving Smart Car in 5G Cellular Network. INDIN 2019: 1515-1520 - [c7]Parisa Mehera, Muhammad Firoz Mridha, Nasima Begum, Md. Mohaiminul Islam:
Internal Abnormalities' Detection of Human Body Analyzing Skin Images Using Convolutional Neural Network. IJCCI 2019: 615-628 - 2018
- [c6]Muhammad Firoz Mridha, Md. Abdul Hamid, Md. Asaduzzaman:
Issues of Internet of Things (IoT) and an Intrusion Detection System for IoT Using Machine Learning Paradigm. IJCCI 2018: 395-406 - 2017
- [c5]Abu Asaduzzaman, Shanta Mazumder, Sergio Salinas, Muhammad Firoz Mridha:
A security-aware Near Field Communication architecture. NSysS 2017: 33-38 - 2016
- [c4]Md. Shopon, Md. Akhtaruzzaman Adnan, Muhammad Firoz Mridha:
Krill herd based clustering algorithm for wireless sensor networks. IWCI 2016: 96-100 - 2011
- [c3]Manoj Banik, Md. Rashiduzzaman Rasel, Aloke Kumar Saha, Foyzul Hassan, Mohammed Firoz Mridha, Mohammad Nurul Huda:
Development of Analysis Rules for Bangla Part of Speech for Universal Networking Language. ITNG 2011: 797-802 - 2010
- [c2]Mohammed Firoz Mridha, Mohammad Nurul Huda, Md. Sadequr Rahman, Chowdhury Mofizur Rahman:
Structure of Dictionary Entries of Bangla morphemes for morphological rule generation for Universal Networking Language. CISIM 2010: 454-459 - [c1]Md. Sadequr Rahman, Sangita Rani Poddar, Mohammed Firoz Mridha, Mohammad Nurul Huda:
Open morphological machine translation: Bangla to English. CISIM 2010: 460-465
Coauthor Index
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