Muhammad Firoz Mridha
Orcid: 0000-0001-5738-1631Affiliations:
- American International University-Bangladesh, Department of Computer Science, Dhaka, Bangladesh
According to our database1,
Muhammad Firoz Mridha
authored at least 155 papers
between 2010 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
Int. J. Comput. Intell. Syst., December, 2025
A convolutional neural network-based segmentation approach for oil spill detection in satellite imagery with explainable AI.
Earth Sci. Informatics, September, 2025
Machine learning-driven IoT device for women's safety: a real-time sexual harassment prevention system.
Multim. Tools Appl., July, 2025
Physics-Informed Graph Neural Networks for Transverse Momentum Estimation in CMS Trigger Systems.
CoRR, July, 2025
AdeptHEQ-FL: Adaptive Homomorphic Encryption for Federated Learning of Hybrid Classical-Quantum Models with Dynamic Layer Sparing.
CoRR, July, 2025
IEEE J. Biomed. Health Informatics, June, 2025
Iran J. Comput. Sci., June, 2025
Vision Transformers for End-to-End Quark-Gluon Jet Classification from Calorimeter Images.
CoRR, June, 2025
Quantum-Informed Contrastive Learning with Dynamic Mixup Augmentation for Class-Imbalanced Expert Systems.
CoRR, June, 2025
Co-AttenDWG: Co-Attentive Dimension-Wise Gating and Expert Fusion for Multi-Modal Offensive Content Detection.
CoRR, May, 2025
MobilePlantViT: A Mobile-friendly Hybrid ViT for Generalized Plant Disease Image Classification.
CoRR, March, 2025
Soybean Disease Detection via Interpretable Hybrid CNN-GNN: Integrating MobileNetV2 and GraphSAGE with Cross-Modal Attention.
CoRR, March, 2025
CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection.
CoRR, March, 2025
Social media polarization during conflict: Insights from an ideological stance dataset on Israel-Palestine Reddit comments.
CoRR, February, 2025
CoRR, January, 2025
Fusing Transformer-XL with bi-directional recurrent networks for cyberbullying detection.
PeerJ Comput. Sci., 2025
A Hybrid Temporal Convolutional Network and Transformer Model for Accurate and Scalable Sales Forecasting.
IEEE Open J. Comput. Soc., 2025
TuSegNet: A Transformer-Based and Attention-Enhanced Architecture for Brain Tumor Segmentation.
IEEE Open J. Comput. Soc., 2025
Hybrid Contrastive Learning With Attention-Based Neural Networks for Robust Fraud Detection in Digital Payment Systems.
IEEE Open J. Comput. Soc., 2025
ABMF-Net: An Attentive Bayesian Multi-Stage Deep Learning Model for Robust Forecasting of Electricity Price and Demand.
IEEE Open J. Comput. Soc., 2025
A Physics-Guided Bayesian Neural Network for Sensor Fault Detection in Wind Turbines.
IEEE Open J. Comput. Soc., 2025
XPolypNet: A U-Net-Based Model for Semantic Segmentation of Gastrointestinal Polyps With Explainable AI.
IEEE Open J. Comput. Soc., 2025
Bilingual Bangla OCR for Rural Empowerment: Detecting Handwritten Queries and Agricultural Assistance.
IEEE Open J. Comput. Soc., 2025
Advancements and challenges of deep learning architectures for aerial image analysis: A systematic review.
Intell. Syst. Appl., 2025
MultiBanFakeDetect: Integrating advanced fusion techniques for multimodal detection of Bangla fake news in under-resourced contexts.
Int. J. Inf. Manag. Data Insights, 2025
Open problems and challenges in federated learning for IoT: A comprehensive review and strategic guide.
Comput. Electr. Eng., 2025
CancerNet: A comprehensive deep learning framework for precise and intelligible cancer identification.
Comput. Biol. Medicine, 2025
Comput. Biol. Medicine, 2025
Comput. Biol. Chem., 2025
Biomed. Signal Process. Control., 2025
Biomed. Signal Process. Control., 2025
Deep learning for algorithmic trading: A systematic review of predictive models and optimization strategies.
Array, 2025
Enhancing Medicare Fraud Detection With a CNN-Transformer-XGBoost Framework and Explainable AI.
IEEE Access, 2025
T3SSLNet: Triple-Method Self-Supervised Learning for Enhanced Brain Tumor Classification in MRI.
IEEE Access, 2025
MangoLeafXNet: An Explainable Deep Learning Model for Accurate Mango Leaf Disease Classification.
IEEE Access, 2025
IEEE Access, 2025
Joint Topic-Emotion Modeling in Financial Texts: A Novel Approach to Investor Sentiment and Market Trends.
IEEE Access, 2025
Automatic Navigation and Self-Driving Technology in Agricultural Machinery: A State-of-the-Art Systematic Review.
IEEE Access, 2025
EmoNet: Deep Attentional Recurrent CNN for X (Formerly Twitter) Emotion Classification.
IEEE Access, 2025
From Centralization to Decentralization: Blockchain's Role in Transforming Social Media Platforms.
IEEE Access, 2025
A Dual Output Temporal Convolutional Network With Attention Architecture for Stock Price Prediction and Risk Assessment.
IEEE Access, 2025
Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025
SkinPalNet: An Advanced Ensemble Model for Skin Cancer Diagnosis with Computer Vision Approach.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2025
CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2025
Personalized Pomodoro Productivity Tracking with Privacy-Preserving Machine Learning in Human-Computer Interaction.
Proceedings of the Human-Computer Interaction, 2025
Multimodal Programming in Computer Science with Interactive Assistance Powered by Large Language Model.
Proceedings of the Human-Computer Interaction, 2025
2024
PLD-Det: plant leaf disease detection in real time using an end-to-end neural network approach based on improved YOLOv7.
Neural Comput. Appl., December, 2024
Advancing low-light object detection with you only look once models: An empirical study and performance evaluation.
Cogn. Comput. Syst., December, 2024
A Lightweight Visual Font Style Recognition With Quantized Convolutional Autoencoder.
IEEE Open J. Comput. Soc., 2024
Privacy Preserving Machine Learning With Federated Personalized Learning in Artificially Generated Environment.
IEEE Open J. Comput. Soc., 2024
Musical Genre Classification Using Advanced Audio Analysis and Deep Learning Techniques.
IEEE Open J. Comput. Soc., 2024
Recent advancements and challenges of NLP-based sentiment analysis: A state-of-the-art review.
Nat. Lang. Process. J., 2024
Deep learning-based natural language processing in human-agent interaction: Applications, advancements and challenges.
Nat. Lang. Process. J., 2024
From image to language: A critical analysis of Visual Question Answering (VQA) approaches, challenges, and opportunities.
Inf. Fusion, 2024
Advanced sleep disorder detection using multi-layered ensemble learning and advanced data balancing techniques.
Frontiers Artif. Intell., 2024
Explainable federated learning for privacy-preserving bangla sign language detection.
Eng. Appl. Artif. Intell., 2024
In-depth review of AI-enabled unmanned aerial vehicles: trends, vision, and challenges.
Discov. Artif. Intell., 2024
A Unified Framework for Evaluating the Effectiveness and Enhancing the Transparency of Explainable AI Methods in Real-World Applications.
CoRR, 2024
DGNN-YOLO: Dynamic Graph Neural Networks with YOLO11 for Small Object Detection and Tracking in Traffic Surveillance.
CoRR, 2024
CoRR, 2024
Solving Generalized Grouping Problems in Cellular Manufacturing Systems Using a Network Flow Model.
CoRR, 2024
Human-in-the-Loop Feature Selection Using Interpretable Kolmogorov-Arnold Network-based Double Deep Q-Network.
CoRR, 2024
CoRR, 2024
KACQ-DCNN: Uncertainty-Aware Interpretable Kolmogorov-Arnold Classical-Quantum Dual-Channel Neural Network for Heart Disease Detection.
CoRR, 2024
TriQXNet: Forecasting Dst Index from Solar Wind Data Using an Interpretable Parallel Classical-Quantum Framework with Uncertainty Quantification.
CoRR, 2024
Deep Fusion Model for Brain Tumor Classification Using Fine-Grained Gradient Preservation.
CoRR, 2024
Optimizing Container Loading and Unloading through Dual-Cycling and Dockyard Rehandle Reduction Using a Hybrid Genetic Algorithm.
CoRR, 2024
TRABSA: Interpretable Sentiment Analysis of Tweets using Attention-based BiLSTM and Twitter-RoBERTa.
CoRR, 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
Machine learning and deep learning for user authentication and authorization in cybersecurity: A state-of-the-art review.
Comput. Secur., 2024
Explainable AI approaches in deep learning: Advancements, applications and challenges.
Comput. Electr. Eng., 2024
Segmentation for mammography classification utilizing deep convolutional neural network.
BMC Medical Imaging, 2024
Secure Federated Learning for Parkinson's Disease: Non-IID Data Partitioning and Homomorphic Encryption Strategies.
IEEE Access, 2024
Palm Leaf Health Management: A Hybrid Approach for Automated Disease Detection and Therapy Enhancement.
IEEE Access, 2024
Social Media as a Mirror: Reflecting Mental Health Through Computational Linguistics.
IEEE Access, 2024
Federated Learning-Based Architecture for Personalized Next Emoji Prediction for Social Media Comments.
IEEE Access, 2024
IEEE Access, 2024
SafeguardNet: Enhancing Corporate Safety via Tailored Deep Transfer Learning for Threat Recognition.
IEEE Access, 2024
Deep Learning and Computer Vision Techniques for Enhanced Quality Control in Manufacturing Processes.
IEEE Access, 2024
Generative Adversarial Networks (GANs) in Medical Imaging: Advancements, Applications, and Challenges.
IEEE Access, 2024
A Hybrid Attention-Based Transformer Model for Arabic News Classification Using Text Embedding and Deep Learning.
IEEE Access, 2024
IEEE Access, 2024
DCNN: Deep Convolutional Neural Network With XAI for Efficient Detection of Specific Language Impairment in Children.
IEEE Access, 2024
GACnet-Text-to-Image Synthesis With Generative Models Using Attention Mechanisms With Contrastive Learning.
IEEE Access, 2024
Exploring Progress in Text-to-Image Synthesis: An In-Depth Survey on the Evolution of Generative Adversarial Networks.
IEEE Access, 2024
Okkhor-Diffusion: Class Guided Generation of Bangla Isolated Handwritten Characters Using Denoising Diffusion Probabilistic Model (DDPM).
IEEE Access, 2024
DeepUNet24: A Deep Learning Model for Lane Segmentation in Autonomous Vehicles Navigation.
Proceedings of the 3rd International Conference on Computing Advancements, 2024
Multi-Sense Attention Network (MSANet): Enhanced Human Activity Recognition Using Deep Learning Architectures with Self-Attention Mechanisms.
Proceedings of the 3rd International Conference on Computing Advancements, 2024
Proceedings of the 3rd International Conference on Computing Advancements, 2024
Machine Learning for Predictive Database Caching Strategies: A state-of-the-art review.
Proceedings of the 3rd International Conference on Computing Advancements, 2024
IMVB7t: A Multi-Modal Model for Food Preferences based on Artificially Produced Traits.
Proceedings of the 3rd International Conference on Computing Advancements, 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
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 Machine Intelligence and Emerging Technologies, 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
2016
Proceedings of the 2016 International Workshop on Computational Intelligence (IWCI 2016), 2016
2011
Development of Analysis Rules for Bangla Part of Speech for Universal Networking Language.
Proceedings of the Eighth International Conference on Information Technology: New Generations, 2011
2010
Proceedings of the 2010 International Conference on Computer Information Systems and Industrial Management Applications, 2010
Structure of Dictionary Entries of Bangla morphemes for morphological rule generation for Universal Networking Language.
Proceedings of the 2010 International Conference on Computer Information Systems and Industrial Management Applications, 2010