Muhammad Firoz Mridha
Orcid: 0000-0001-5738-1631
According to our database1,
Muhammad Firoz Mridha
authored at least 64 papers
between 2017 and 2024.
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Bibliography
2024
Analyzing Male Domestic Violence through Exploratory Data Analysis and Explainable Machine Learning Insights.
CoRR, 2024
Ergonomic Design of Computer Laboratory Furniture: Mismatch Analysis Utilizing Anthropometric Data of University Students.
CoRR, 2024
Analysis of Internet of Things implementation barriers in the cold supply chain: an integrated ISM-MICMAC and DEMATEL approach.
CoRR, 2024
AI in Supply Chain Risk Assessment: A Systematic Literature Review and Bibliometric Analysis.
CoRR, 2024
Palm Leaf Health Management: A Hybrid Approach for Automated Disease Detection and Therapy Enhancement.
IEEE Access, 2024
IEEE Access, 2024
Generative Adversarial Networks (GANs) in Medical Imaging: Advancements, Applications, and Challenges.
IEEE Access, 2024
GACnet-Text-to-Image Synthesis With Generative Models Using Attention Mechanisms With Contrastive Learning.
IEEE Access, 2024
Okkhor-Diffusion: Class Guided Generation of Bangla Isolated Handwritten Characters Using Denoising Diffusion Probabilistic Model (DDPM).
IEEE Access, 2024
2023
Recurrent ALBERT for recommendation: A hybrid architecture for accurate and lightweight restaurant recommendations.
Cogn. Comput. Syst., December, 2023
An Enhanced Ensemble Deep Neural Network Approach for Elderly Fall Detection System Based on Wearable Sensors.
Sensors, 2023
Deep Learning-Based IoT System for Remote Monitoring and Early Detection of Health Issues in Real-Time.
Sensors, 2023
Strategies for enhancing the performance of news article classification in Bangla: Handling imbalance and interpretation.
Eng. Appl. Artif. Intell., 2023
Deep-BERT: Transfer Learning for Classifying Multilingual Offensive Texts on Social Media.
Comput. Syst. Sci. Eng., 2023
Comput. Syst. Sci. Eng., 2023
From Image to Language: A Critical Analysis of Visual Question Answering (VQA) Approaches, Challenges, and Opportunities.
CoRR, 2023
A Comprehensive Review of AI-enabled Unmanned Aerial Vehicle: Trends, Vision , and Challenges.
CoRR, 2023
BaitBuster-Bangla: A Comprehensive Dataset for Clickbait Detection in Bangla with Multi-Feature and Multi-Modal Analysis.
CoRR, 2023
Big Data - Supply Chain Management Framework for Forecasting: Data Preprocessing and Machine Learning Techniques.
CoRR, 2023
QAmplifyNet: Pushing the Boundaries of Supply Chain Backorder Prediction Using Interpretable Hybrid Quantum - Classical Neural Network.
CoRR, 2023
PlantDet: A Robust Multi-Model Ensemble Method Based on Deep Learning For Plant Disease Detection.
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).
IEEE Access, 2023
An Interpretable Skin Cancer Classification Using Optimized Convolutional Neural Network for a Smart Healthcare System.
IEEE Access, 2023
Automated Stroke Prediction Using Machine Learning: An Explainable and Exploratory Study With a Web Application for Early Intervention.
IEEE Access, 2023
Privacy-Preserving On-Screen Activity Tracking and Classification in E-Learning Using Federated Learning.
IEEE Access, 2023
Advancing Wildlife Protection: Mask R-CNN for Rail Track Identification and Unwanted Object Detection.
IEEE Access, 2023
G-BERT: An Efficient Method for Identifying Hate Speech in Bengali Texts on Social Media.
IEEE Access, 2023
Secure Your Steps: A Class-Based Ensemble Framework for Real-Time Fall Detection Using Deep Neural Networks.
IEEE Access, 2023
Late and Early Blight Diseases Identification of Potatoes with a Light Weight Hybrid Transfer Learning Model.
Proceedings of the 2023 IEEE World AI IoT Congress (AIIoT), 2023
Time Series Analysis and Forecasting of Air Quality Index of Dhaka City of Bangladesh.
Proceedings of the 2023 IEEE World AI IoT Congress (AIIoT), 2023
2022
AutoRet: A Self-Supervised Spatial Recurrent Network for Content-Based Image Retrieval.
Sensors, 2022
How can we manage Offensive Text in Social Media - A Text Classification Approach using LSTM-BOOST.
Int. J. Inf. Manag. Data Insights, 2022
convoHER2: A Deep Neural Network for Multi-Stage Classification of HER2 Breast Cancer.
CoRR, 2022
A study on the challenges and opportunities of speech recognition for Bengali language.
Artif. Intell. Rev., 2022
A Comprehensive Survey on the Process, Methods, Evaluation, and Challenges of Feature Selection.
IEEE Access, 2022
BMNet-5: A Novel Approach of Neural Network to Classify the Genre of Bengali Music Based on Audio Features.
IEEE Access, 2022
Proceedings of the ICCA 2022: 2nd International Conference on Computing Advancements, Dhaka, Bangladesh, March 10, 2022
2021
IEEE Access, 2021
IEEE Access, 2021
IEEE Access, 2021
IEEE Access, 2021
A Survey of Speaker Recognition: Fundamental Theories, Recognition Methods and Opportunities.
IEEE Access, 2021
2020
Knowl. Based Syst., 2020
CoRR, 2020
Proceedings of the ICCA 2020: International Conference on Computing Advancements, 2020
2019
Internal Abnormalities' Detection of Human Body Analyzing Skin Images Using Convolutional Neural Network.
Proceedings of International Joint Conference on Computational Intelligence, 2019
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019
AutiLife: A Healthcare Monitoring System for Autism Center in 5G Cellular Network using Machine Learning Approach.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019
Proceedings of the 2019 IEEE International Conference on Computational Science and Engineering, 2019
2018
Issues of Internet of Things (IoT) and an Intrusion Detection System for IoT Using Machine Learning Paradigm.
Proceedings of International Joint Conference on Computational Intelligence, 2018
2017
Proceedings of the International Conference on Networking, Systems and Security, 2017