Muhammad F. Mridha

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 60

Top Topics

Speaker Recognition

Machine Learning

Top Venues

Publications

Md. Ahsan Habib, Md. Anwar Hussen Wadud, Lubna Yeasmin Pinky, Mehedi Hasan Talukder, Mohammad Motiur Rahman, Muhammad F. Mridha, Yuichi Okuyama, Jungpil Shin
GACnet-Text-to-Image Synthesis With Generative Models Using Attention Mechanisms With Contrastive Learning. IEEE Access 12 (2024)
SM Nuruzzaman Nobel, Md. Asif Imran, Nahida Zaman Bina, Md. Mohsin Kabir, Mejdl S. Safran, Sultan Alfarhood, Muhammad F. Mridha
Palm Leaf Health Management: A Hybrid Approach for Automated Disease Detection and Therapy Enhancement. IEEE Access 12 (2024)
Md. Abrar Jahin, Saleh Akram Naife, Anik Kumar Saha, Muhammad F. Mridha
AI in Supply Chain Risk Assessment: A Systematic Literature Review and Bibliometric Analysis. CoRR (2024)
Abdullah Al Maruf, Fahima Khanam, Md. Mahmudul Haque, Zakaria Masud Jiyad, Muhammad F. Mridha, Zeyar Aung
Challenges and Opportunities of Text-Based Emotion Detection: A Survey. IEEE Access 12 (2024)
Kazrin Ahmad, Md. Saiful Islam, Md. Abrar Jahin, Muhammad F. Mridha
Analysis of Internet of Things implementation barriers in the cold supply chain: an integrated ISM-MICMAC and DEMATEL approach. CoRR (2024)
Sheikh Rahmatulla Sakib, Kamarun Nahar Sara, Md. Tahmid Hossain Rasel, Md. Masudul Islam Asif, Md. Aynul Hasan Nahid, Md. Saifur Rahman, Muhammad F. Mridha, Ashraful Islam
Time Series Analysis and Forecasting of Air Quality Index of Dhaka City of Bangladesh. AIIoT (2023)
Jamin Rahman Jim, Md. Tanzib Hosain, Muhammad F. Mridha, Md. Mohsinul Kabir, Jungpil Shin
Toward Trustworthy Metaverse: Advancements and Challenges. IEEE Access 11 (2023)
Khan Md. Hasib, Nurul Akter Towhid, Kazi Omar Faruk, Jubayer Al Mahmud, Muhammad F. Mridha
Strategies for enhancing the performance of news article classification in Bangla: Handling imbalance and interpretation. Eng. Appl. Artif. Intell. 125 (2023)
Ashfia Jannat Keya, Muhammad Mohsin Kabir, Nusrat Jahan Shammey, Muhammad F. Mridha, Md. Rashedul Islam, Yutaka Watanobe
G-BERT: An Efficient Method for Identifying Hate Speech in Bengali Texts on Social Media. IEEE Access 11 (2023)
Md. Abrar Jahin, Md Sakib Hossain Shovon, Jungpil Shin, Istiyaque Ahmed Ridoy, Yoichi Tomioka, Muhammad F. Mridha
Big Data - Supply Chain Management Framework for Forecasting: Data Preprocessing and Machine Learning Techniques. CoRR (2023)
Md Sakib Hossain Shovon, Muhammad F. 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 (2023)
Md Farhan Ishmam, Md Sakib Hossain Shovon, Muhammad F. Mridha, Nilanjan Dey
From Image to Language: A Critical Analysis of Visual Question Answering (VQA) Approaches, Challenges, and Opportunities. CoRR (2023)
Abdullah Al Imran, Md Sakib Hossain Shovon, Muhammad F. Mridha
BaitBuster-Bangla: A Comprehensive Dataset for Clickbait Detection in Bangla with Multi-Feature and Multi-Modal Analysis. CoRR (2023)
Md Sakib Hossain Shovon, Muhammad F. 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 (2023)
Md. Abrar Jahin, Md Sakib Hossain Shovon, Md. Saiful Islam, Jungpil Shin, Muhammad F. Mridha, Yuichi Okuyama
QAmplifyNet: Pushing the Boundaries of Supply Chain Backorder Prediction Using Interpretable Hybrid Quantum - Classical Neural Network. CoRR (2023)
Md. Anwar Hussen Wadud, Muhammad F. 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) (2023)
Muhammad Mohsin Kabir, Jungpil Shin, Muhammad F. Mridha
Secure Your Steps: A Class-Based Ensemble Framework for Real-Time Fall Detection Using Deep Neural Networks. IEEE Access 11 (2023)
Abu Zobayer Bin Siddique, Shoibal Das, Poonam Tabassum, All Moon Tasir, Shovon Roy, Md. Saifur Rahman, Muhammad F. Mridha, Ashraful Islam
Late and Early Blight Diseases Identification of Potatoes with a Light Weight Hybrid Transfer Learning Model. AIIoT (2023)
Md. Reazul Islam, Muhammad Mohsin Kabir, Muhammad F. 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) (2023)
Krishna Mridha, Md. Mezbah Uddin, Jungpil Shin, Susan Khadka, Muhammad F. Mridha
An Interpretable Skin Cancer Classification Using Optimized Convolutional Neural Network for a Smart Healthcare System. IEEE Access 11 (2023)
Muhammad F. 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) (2023)
Durjoy Mistry, Muhammad F. 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 (2023)
Md Sakib Hossain Shovon, Shakrin Jahan Mozumder, Osim Kumar Pal, Muhammad F. Mridha, Nobuyoshi Asai, Jungpil Shin
PlantDet: A Robust Multi-Model Ensemble Method Based on Deep Learning For Plant Disease Detection. IEEE Access 11 (2023)
Zabir Mohammad, Arif Reza Anwary, Muhammad F. 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) (2023)
Istiak Mahmud, Md. Mohsinul Kabir, Jungpil Shin, Chayan Mistry, Yoichi Tomioka, Muhammad F. Mridha
Advancing Wildlife Protection: Mask R-CNN for Rail Track Identification and Unwanted Object Detection. IEEE Access 11 (2023)
Osim Kumar Pal, Md Sakib Hossain Shovon, Muhammad F. Mridha, Jungpil Shin
A Comprehensive Review of AI-enabled Unmanned Aerial Vehicle: Trends, Vision , and Challenges. CoRR (2023)
Krishna Mridha, Sandesh Ghimire, Jungpil Shin, Anmol Aran, Md. Mezbah Uddin, Muhammad F. Mridha
Automated Stroke Prediction Using Machine Learning: An Explainable and Exploratory Study With a Web Application for Early Intervention. IEEE Access 11 (2023)
Muhammad Mostafa Monowar, Md. Abdul Hamid, Abu Quwsar Ohi, Madini O. Alassafi, Muhammad F. Mridha
AutoRet: A Self-Supervised Spatial Recurrent Network for Content-Based Image Retrieval. Sensors 22 (6) (2022)
Muhammad F. 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) (2022)
Md. Rashedul Islam, Aklima Akter Lima, Sujoy Chandra Das, Muhammad F. Mridha, Akibur Rahman Prodeep, Yutaka Watanobe
A Comprehensive Survey on the Process, Methods, Evaluation, and Challenges of Feature Selection. IEEE Access 10 (2022)
Khan Md. Hasib, Anika Tanzim, Jungpil Shin, Kazi Omar Faruk, Jubayer Al Mahmud, Muhammad F. Mridha
BMNet-5: A Novel Approach of Neural Network to Classify the Genre of Bengali Music Based on Audio Features. IEEE Access 10 (2022)
Farzana Arefin Nazira, Sadah Anjum Shanto, Kamruddin Nur, Muhammad F. Mridha
Hemifacial Microsomia Detection Using Convolutional Neural Networks. ICCA (2022)
Md. Anwar Hussen Wadud, Muhammad Mohsin Kabir, Muhammad F. 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) (2022)
Jubayer Al Mahmud, Bandhan Chandra Das, Jungpil Shin, Khan Md. Hasib, Rifat Sadik, Muhammad F. Mridha
3D Gesture Recognition and Adaptation for Human-Robot Interaction. IEEE Access 10 (2022)
Muhammad Mohsin Kabir, Muhammad F. Mridha, Jungpil Shin, Israt Jahan, Abu Quwsar Ohi
A Survey of Speaker Recognition: Fundamental Theories, Recognition Methods and Opportunities. IEEE Access 9 (2021)
Abu Quwsar Ohi, Muhammad F. Mridha, Md. Abdul Hamid, Muhammad Mostafa Monowar, Faris A. Kateb
FabricNet: A Fiber Recognition Architecture Using Ensemble ConvNets. CoRR (2021)
Muhammad Mohsin Kabir, Abu Quwsar Ohi, Md. Saifur Rahman, Muhammad F. Mridha
An Evolution of CNN Object Classifiers on Low-Resolution Images. CoRR (2021)
Muhammad F. Mridha, Abu Quwsar Ohi, M. Ameer Ali, Muhammad Mostafa Monowar, Md. Abdul Hamid
U-vectors: Generating clusterable speaker embedding from unlabeled data. CoRR (2021)
Muhammad F. 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 (2021)
Muhammad F. Mridha, Abu Quwsar Ohi, Md. Abdul Hamid, Muhammad Mostafa Monowar
Challenges and Opportunities of Speech Recognition for Bengali Language. CoRR (2021)
Abu Quwsar Ohi, Muhammad F. Mridha, Md. Abdul Hamid, Muhammad Mostafa Monowar
Deep Speaker Recognition: Process, Progress, and Challenges. IEEE Access 9 (2021)
Muhammad F. 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 (2021)
Farisa Benta Safir, Abu Quwsar Ohi, Muhammad F. Mridha, Muhammad Mostafa Monowar, Md. Abdul Hamid
End-to-End Optical Character Recognition for Bengali Handwritten Words. CoRR (2021)
Muhammad F. 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 (2021)
Muhammad F. 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 (2021)
Muhammad F. Mridha, Sujoy Chandra Das, Muhammad Mohsin Kabir, Aklima Akter Lima, Md. Rashedul Islam, Yutaka Watanobe
Brain-Computer Interface: Advancement and Challenges. Sensors 21 (17) (2021)
Abu Quwsar Ohi, Muhammad F. Mridha, Md. Abdul Hamid, Muhammad Mostafa Monowar, Faris A. Kateb
FabricNet: A Fiber Recognition Architecture Using Ensemble ConvNets. IEEE Access 9 (2021)
Muhammad Mohsin Kabir, Abu Quwsar Ohi, Muhammad F. Mridha
A Multi-Plant Disease Diagnosis Method using Convolutional Neural Network. CoRR (2020)
Abu Quwsar Ohi, Muhammad F. Mridha, Farisa Benta Safir, Md. Abdul Hamid, Muhammad Mostafa Monowar
AutoEmbedder: A semi-supervised DNN embedding system for clustering. CoRR (2020)
Abu Quwsar Ohi, Muhammad F. Mridha, Farisa Benta Safir, Md. Abdul Hamid, Muhammad Mostafa Monowar
AutoEmbedder: A semi-supervised DNN embedding system for clustering. Knowl. Based Syst. 204 (2020)
Muhammad F. Mridha, Abu Quwsar Ohi, M. Ameer Ali, Mazedul Islam Emon, Muhammad Mohsin Kabir
BanglaWriting: A multi-purpose offline Bangla handwriting dataset. CoRR (2020)
Abu Quwsar Ohi, Muhammad F. Mridha, Md. Abdul Hamid, Muhammad Mostafa Monowar, Dongsu Lee, Jinsul Kim
A Lightweight Speaker Recognition System Using Timbre Properties. CoRR (2020)
Rakib Ul Haque, Muhammad F. Mridha, Aloke Kumar Saha, Md. Abdul Hamid, Kamruddin Nur
Identification of Extreme Guilt and Grave Fault in Bengali Language. ICCA (2020)
Muhammad F. Mridha, Md. Saifur Rahman, Abu Quwsar Ohi
Human Abnormality Detection Based on Bengali Text. CoRR (2020)
Md. Ibrahim Mamun, Afroza Rahman, Md. Abdul Khaleque, Md. Abdul Hamid, Muhammad F. Mridha
AutiLife: A Healthcare Monitoring System for Autism Center in 5G Cellular Network using Machine Learning Approach. INDIN (2019)
Parisa Mehera, Muhammad F. Mridha, Nasima Begum, Md. Mohaiminul Islam
Internal Abnormalities' Detection of Human Body Analyzing Skin Images Using Convolutional Neural Network. IJCCI (2019)
Nusrat Jahan, Rakib Ul Haque, Aloke Kumar Saha, Muhammad F. Mridha, Md. Abdul Hamid
Identification of Expectancy, Proximity, and Compatibility of the Bengali Language. CSE/EUC (2019)
Md. Ibrahim Mamun, Afroza Rahman, Md. Abdul Khaleque, Muhammad F. Mridha, Md. Abdul Hamid
Healthcare Monitoring System Inside Self-driving Smart Car in 5G Cellular Network. INDIN (2019)
Muhammad F. 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)
Abu Asaduzzaman, Shanta Mazumder, Sergio Salinas, Muhammad F. Mridha
A security-aware Near Field Communication architecture. NSysS (2017)