Author

Md. Ferdous Bin Hafiz

Observed name: Md Ferdous Bin Hafiz

Institutions: Southeast University, Southeast University

Observed institutions: University of Liberal Arts Bangladesh, Southeast University, East Delta University, Southeast University

ORCID: 0009-0003-0218-5088

Observed ORCID: 0009-0003-0218-5088

OpenAlex ID: A5068637868

Drug Sentiment Analysis using Machine Learning Classifiers

2022 · Mohammed Nazim Uddin, Md. Ferdous Bin Hafiz, et al. · International Journal of Advanced Computer Science and Applications · 32

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Optimized Crop Disease Identification in Bangladesh: A Deep Learning and SVM Hybrid Model for Rice, Potato, and Corn

2024 · Shohag Barman, Fahmid Al Farid, et al. · Journal of Imaging · 25

Multimodal Sentiment Analysis using Deep Learning Fusion Techniques and Transformers

2024 · Muhaimin Bin Habib, Md. Ferdous Bin Hafiz, et al. · International Journal of Advanced Computer Science and Applications · 16

Enhancing predictive modelling and interpretability in heart failure prediction: a SHAP-based analysis

2024 · Niaz Ashraf Khan, Md. Ferdous Bin Hafiz, et al. · International Journal of Informatics and Communication Technology (IJ-ICT) · 15

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A Robust Malware Classification Approach Leveraging Explainable AI

2024 · Md. Ferdous Bin Hafiz, Niaz Ashraf Khan, et al. · International Conference on Intelligent Systems for Cybersecurity (ISCS) · 14

Violence Detection: A Multi-Model Approach Towards Automated Video Surveillance and Public Safety

2024 · Sovon Chakraborty, Sabrina Zahir, et al. · International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS) · 11

Machine Learning and Explainable AI for Liver Disease Prediction: An Integrated Interpretability Framework

2025 · Niaz Ashraf Khan, Md. Ferdous Bin Hafiz, et al. · Biomedical Materials & Devices · 10

An IoT-Based Smart System for the Detection, Notification and Prevention of Vehicle Accidents

2024 · Shohag Barman, Md. Ferdous Bin Hafiz, et al. · International Conference on Electrical Engineering and Information Communication Technology · 10

Advanced Techniques for Improved Bangladeshi Number Plate Detection and Character Recognition in Automated Parking Systems

2024 · Niaz Ashraf Khan, Md. Ferdous Bin Hafiz · Indonesian Journal of Electrical Engineering and Informatics (IJEEI) · 5

Predictive Insights Beyond Boundaries: Integrating Clinical Data for Hepatitis C Forecasting Using Machine Learning and Deep Learning

2025 · Fatema Tuj Jenin, Al-Amain, et al. · International Conference on Electrical, Computer and Communication Engineering · 2

A Data-Driven Approach for Online Phishing Activity Detection

2024 · Kazi Injimam Ahmad, Anirban Paul, et al. · International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS) · 2

A Hybrid YOLO – SE Attention Based Deep Learning Framework for Robust Weapon Detection in Surveillance Imagery

2026 · Ashiful Nahar Bithi, Mridul Ghosh, et al. · Engineering Reports · 1

Enhanced Bengali audio categorization using audio segmentation and deep learning

2024 · Niaz Ashraf Khan, Md. Ferdous Bin Hafiz · Indonesian Journal of Electrical Engineering and Computer Science · 1

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BNIMI: Boolean Gene Regulatory Network Inference Based on Mutual Information

2024 · Shohag Barman, Fahmid Al Farid, et al. · Multimedia University Engineering Conference (MECON) · 1

Analyzing Music Genre Classification in Bengali Songs: A Comparative Study with the Marsyas Dataset Using Advanced Audio Feature Extraction Techniques

2024 · Niaz Ashraf Khan, Md. Ferdous Bin Hafiz · International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS) · 1

On Handling Bigdata Efficiently and Securely with Customised Control-An Illustrative Study

2024 · Noman Hossain, Raihan Kibria, et al. · International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS) · 1

Towards trustworthy foundation models: a systematic review of safety, evaluation, and defence mechanisms

2026 · Abdullahi Chowdhury, Tasmim Jamal Joti, et al. · International Journal of Information Security

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Structure aware graph community cluster pruning for efficient neural network compression in Parkinson’s disease diagnosis

2026 · Niaz Ashraf Khan, Md. Ferdous Bin Hafiz, et al. · Scientific Reports

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Optimized Machine Learning-Based Survival Prediction in HCC: Addressing Data Imbalance and Feature Selection

2026 · Mohammad Sadiqur Rahman, Ashfaqul Islam, et al. · International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure (PECCII)

Explainable Ensemble Machine Learning Framework with Optimized Feature Selection for Early Detection of Alzheimer's Disease

2025 · Najmus Saadat, Ashfaqul Islam, et al. · IEEE International Conference on Robotics, Automation, Artificial-Intelligence and Internet-of-Things (RAAICON)

An Enhanced Malware Family Classification Approach with Balancing, Feature Optimization, and Explainable AI Insights

2025 · Muhaimen Khan, Md. Sarowar Hossain Rana, et al. · IEEE International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN)

A Data-driven Based Bengali Text Sentiment Analysis for Internet Service Users

2024 · Md. Ferdous Bin Hafiz, Samia Gofur, et al. · International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET)

LBF-MI: Limited Boolean Functions and Mutual Information to Infer a Gene Regulatory Network from Time-Series Gene Expression Data

2024 · Shohag Barman, Fahmid Al Farid, et al. · Genes

Works count: 23

Citation count: 147

H-index: 8

I10-index: 8