Muhammad Firoz Mridha

Orcid: 0000-0001-5738-1631

According to our database1, Muhammad Firoz Mridha authored at least 89 papers between 2016 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2025
X-Brain: Explainable recognition of brain tumors using robust deep attention CNN.
Biomed. Signal Process. Control., 2025

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

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

Quantum Rationale-Aware Graph Contrastive Learning for Jet Discrimination.
CoRR, 2024

Lorentz-Equivariant Quantum Graph Neural Network for High-Energy Physics.
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

Secure Federated Learning for Parkinson's Disease: Non-IID Data Partitioning and Homomorphic Encryption Strategies.
IEEE Access, 2024

Arabic Speech Recognition: Advancement and Challenges.
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

Challenges and Opportunities of Text-Based Emotion Detection: A Survey.
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

TransNet: Deep Attentional Hybrid Transformer for Arabic Posts Classification.
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

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

An Unsupervised Writer Identification Based on Generating Clusterable燛mbeddings.
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

Toward Trustworthy Metaverse: Advancements and Challenges.
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

3D Gesture Recognition and Adaptation for Human-Robot Interaction.
IEEE Access, 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

Hemifacial Microsomia Detection Using Convolutional Neural Networks.
Proceedings of the ICCA 2022: 2nd International Conference on Computing Advancements, Dhaka, Bangladesh, March 10, 2022

2021
Brain-Computer Interface: Advancement and Challenges.
Sensors, 2021

Challenges and Opportunities of Speech Recognition for Bengali Language.
CoRR, 2021

End-to-End Optical Character Recognition for Bengali Handwritten Words.
CoRR, 2021

U-vectors: Generating clusterable speaker embedding from unlabeled data.
CoRR, 2021

An Evolution of CNN Object Classifiers on Low-Resolution Images.
CoRR, 2021

FabricNet: A Fiber Recognition Architecture Using Ensemble ConvNets.
IEEE Access, 2021

Deep Speaker Recognition: Process, Progress, and Challenges.
IEEE Access, 2021

L-Boost: Identifying Offensive Texts From Social Media Post in Bengali.
IEEE Access, 2021

A Thresholded Gabor-CNN Based Writer Identification System for Indic Scripts.
IEEE Access, 2021

A Survey of Automatic Text Summarization: Progress, Process and Challenges.
IEEE Access, 2021

A Comprehensive Review on Fake News Detection With Deep Learning.
IEEE Access, 2021

A Survey of Speaker Recognition: Fundamental Theories, Recognition Methods and Opportunities.
IEEE Access, 2021

2020
AutoEmbedder: A semi-supervised DNN embedding system for clustering.
Knowl. Based Syst., 2020

BanglaWriting: A multi-purpose offline Bangla handwriting dataset.
CoRR, 2020

A Multi-Plant Disease Diagnosis Method using Convolutional Neural Network.
CoRR, 2020

A Lightweight Speaker Recognition System Using Timbre Properties.
CoRR, 2020

Human Abnormality Detection Based on Bengali Text.
CoRR, 2020

Identification of Extreme Guilt and Grave Fault in Bengali Language.
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

Healthcare Monitoring System Inside Self-driving Smart Car in 5G Cellular Network.
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

Identification of Expectancy, Proximity, and Compatibility of the Bengali Language.
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
A security-aware Near Field Communication architecture.
Proceedings of the International Conference on Networking, Systems and Security, 2017

2016
Krill herd based clustering algorithm for wireless sensor networks.
Proceedings of the 2016 International Workshop on Computational Intelligence (IWCI 2016), 2016


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