Computer Science, Artificial Intelligence, Computer Science Applications, Information Systems
179
Scholar Citations
7
Scholar h-index
4
Scholar i10-index
RECENT SCHOLAR PUBLICATIONS
Enhanced Renewable Energy Consumption Forecasting Leveraging Machine Learning and Statistical Models with XAI Interpretability WH Onti, SH Chowdhury, MM Hossain, M Mamun SN Computer Science 7 (5), 396 , 2026 2026
Multi-Objective Optimized Differential Privacy with Interpretable Machine Learning for Brain Stroke and Heart Disease Diagnosis MI Hussain, A Munir, SH Chowdhury, M Mamun, MM Hossain Algorithms 19 (4), 260 , 2026 2026
NeuroBlend-3: Hybrid Deep and Machine Learning Framework with Explainable AI for Multi-Class Brain Tumor Detection Using MRI Scans MI Hussain, SH Chowdhury, MM Hossain, M Mamun Medinformatics 3 (1), 56-66 , 2026 2026 Citations: 5
Multi-Stage Framework for Lung Cancer Identification from Histopathological Images Using Deep Convolutional Architectures with Advanced Feature Engineering and Ensemble Machine … MI Hussain, SH Chowdhury, MS Ali, MSA Chowdhury, MM Hossain, ... 2025 28th International Conference on Computer and Information Technology … , 2025 2025
Privacy-Preserving Dengue Prediction Using Explainable Machine Learning and Laplacian Differential Privacy Mechanisms MI Hussain, M Mamun, MSA Chowdhury, MS Ali, MM Hossain, ... 2025 28th International Conference on Computer and Information Technology … , 2025 2025
A Comparative Study of CNN and Vision Transformer Methods for Rice Variety Classification with XAI MI Hussain, M Shovon, AHMS Parvez, M Mamun, MM Hossain, ... 2025 28th International Conference on Computer and Information Technology … , 2025 2025
NOVA-Tab: A Neural Orthogonal Variational Additive Network for Medical Tabular Data with Explainable AI Validation Against Clinical Decisions MI Hussain, MIH Sojib, SH Chowdhury, MM Hossain, AHMS Parvez, ... 2025 28th International Conference on Computer and Information Technology … , 2025 2025
Advancing Interpretable AI for Cardiovascular Risk Assessment: A Stacking Regression Approach in Clinical Data from Bangladesh S Tasnim, M Mamun, SH Chowdhury, MI Hussain, MM Hossain Medinformatics , 2025 2025 Citations: 2
Identification of Maternal Health Risk From Optimal Features Using Explainable Machine Learning M Mamun, SH Chowdhury, MO Faruq, MM Azad, BR Biswas, MI Hussain, ... Engineering Reports 7 (11), e70491 , 2025 2025 Citations: 4
Explainable AI-Driven Tree-Selection Stacking Random Forest with Hybrid Feature Synthesis for Lung Cancer Survival Time Prediction MI Hussain, K Rahman, M Mamun, MM Azad, SH Chowdhury, ... 2025 IEEE 2nd International Conference on Computing, Applications and … , 2025 2025
An Explainable Ensemble Learning Framework with Feature Optimization for Accurate Maternal Health Risk Prediction M Mamun, MI Hussain, MS Ali, MSA Chowdhury, SH Chowdhury, ... 2025 International Conference on Quantum Photonics, Artificial Intelligence … , 2025 2025 Citations: 8
LoRA and ReFT Optimized Explainable Machine Learning and Deep Learning Framework for SMS Spam Detection SH Chowdhury, MI Hussain, M Shovon, MS Morzina, MM Hossain, ... 2025 International Conference on Quantum Photonics, Artificial Intelligence … , 2025 2025 Citations: 1
SENet-Augmented Explainable Deep Feature Framework with Machine Learning for Breast Tumor Detection in Ultrasound Imaging MI Hussain, SH Chowdhury, M Shovon, MS Morzina, MM Hossain, ... 2025 International Conference on Quantum Photonics, Artificial Intelligence … , 2025 2025 Citations: 1
Optimized Feature-Driven Dengue Diagnosis Using Explainable Machine Learning Approaches K Das, M Mamun, Y Safat, MI Hussain, MM Hossain, SH Chowdhury 2025 International Conference on Quantum Photonics, Artificial Intelligence … , 2025 2025 Citations: 5
A Transparent House Price Prediction Framework Using Ensemble Learning, Genetic Algorithm-Based Tuning, and ANOVA-Based Feature Analysis MI Hussain, A Munir, M Mamun, SH Chowdhury, N Uddin, MM Hossain FinTech 4 (3), 33 , 2025 2025 Citations: 10
Interpretable Heart Failure Identification Utilizing Auto Machine Learning Tools M Mamun, MI Hussain, MS Ali, MSA Chowdhury, MM Hossain, ... 2025 2nd International Conference on Next-Generation Computing, IoT and … , 2025 2025 Citations: 4
Hepatitis C Detection from Blood Donor Data Using Hybrid Deep Feature Synthesis and Interpretable Machine Learning SH Chowdhury, MI Hussain, MSA Chowdhury, MS Ali, MM Hossain, ... 2025 2nd International Conference on Next-Generation Computing, IoT and … , 2025 2025 Citations: 7
A Secure Bank Loan Prediction System by Bridging Differential Privacy and Explainable Machine Learning MM Hossain, M Mamun, A Munir, MM Rahman, SH Chowdhury Electronics 14 (8), 1691 , 2025 2025 Citations: 12
An Ensemble Approach for Artificial Neural Network-Based Liver Disease Identification from Optimal Features through Hybrid Modeling Integrated with Advanced Explainable AI SH Chowdhury, M Mamun, TA Shaikat, MI Hussain, S Iqbal, MM Hossain Medinformatics 2 (2), 107-119 , 2025 2025 Citations: 36
Explainability enhanced liver disease diagnosis technique using tree selection and stacking ensemble-based random forest model M Mamun, SH Chowdhury, MM Hossain, MR Khatun, S Iqbal Informatics and Health 2 (1), 17-40 , 2025 2025 Citations: 43
MOST CITED SCHOLAR PUBLICATIONS
Explainability enhanced liver disease diagnosis technique using tree selection and stacking ensemble-based random forest model M Mamun, SH Chowdhury, MM Hossain, MR Khatun, S Iqbal Informatics and Health 2 (1), 17-40 , 2025 2025 Citations: 43
An Ensemble Approach for Artificial Neural Network-Based Liver Disease Identification from Optimal Features through Hybrid Modeling Integrated with Advanced Explainable AI SH Chowdhury, M Mamun, TA Shaikat, MI Hussain, S Iqbal, MM Hossain Medinformatics 2 (2), 107-119 , 2025 2025 Citations: 36
A Secure Bank Loan Prediction System by Bridging Differential Privacy and Explainable Machine Learning MM Hossain, M Mamun, A Munir, MM Rahman, SH Chowdhury Electronics 14 (8), 1691 , 2025 2025 Citations: 12
A Transparent House Price Prediction Framework Using Ensemble Learning, Genetic Algorithm-Based Tuning, and ANOVA-Based Feature Analysis MI Hussain, A Munir, M Mamun, SH Chowdhury, N Uddin, MM Hossain FinTech 4 (3), 33 , 2025 2025 Citations: 10
Newborn Weight Prediction And Interpretation Utilizing Explainable Machine Learning SH Chowdhury, M Mamun, MM Hossain, MI Hossain, MS Iqbal, ... 2024 3rd International Conference on Advancement in Electrical and … , 2024 2024 Citations: 9
An Explainable Ensemble Learning Framework with Feature Optimization for Accurate Maternal Health Risk Prediction M Mamun, MI Hussain, MS Ali, MSA Chowdhury, SH Chowdhury, ... 2025 International Conference on Quantum Photonics, Artificial Intelligence … , 2025 2025 Citations: 8
Hepatitis C Detection from Blood Donor Data Using Hybrid Deep Feature Synthesis and Interpretable Machine Learning SH Chowdhury, MI Hussain, MSA Chowdhury, MS Ali, MM Hossain, ... 2025 2nd International Conference on Next-Generation Computing, IoT and … , 2025 2025 Citations: 7
Explainability Elevated Obstructive Pulmonary Disease Care: Severity Classification, Quality of Life Prediction, and Treatment Impact Assessment MTA Shaikat, SH Chowdhury, M Shovon, MM Hossain, MI Hussain, ... 2025 International Conference on Electrical, Computer and Communication … , 2025 2025 Citations: 7
Brain Stroke Prediction using Explainable Machine Learning and Time Series Feature Engineering SH Chowdhury, M Mamun, MI Hussain, MS Iqbal 2024 2nd International Conference on Information and Communication … , 2024 2024 Citations: 6
NeuroBlend-3: Hybrid Deep and Machine Learning Framework with Explainable AI for Multi-Class Brain Tumor Detection Using MRI Scans MI Hussain, SH Chowdhury, MM Hossain, M Mamun Medinformatics 3 (1), 56-66 , 2026 2026 Citations: 5
Optimized Feature-Driven Dengue Diagnosis Using Explainable Machine Learning Approaches K Das, M Mamun, Y Safat, MI Hussain, MM Hossain, SH Chowdhury 2025 International Conference on Quantum Photonics, Artificial Intelligence … , 2025 2025 Citations: 5
Hrnet-Xgb: A Comprehensive Hybrid Framework for Automated and Interpretable Skin Cancer Detection with Multi-Scale Feature Fusion SH Chowdhury SSRN , 2025 2025 Citations: 5
Identification of Maternal Health Risk From Optimal Features Using Explainable Machine Learning M Mamun, SH Chowdhury, MO Faruq, MM Azad, BR Biswas, MI Hussain, ... Engineering Reports 7 (11), e70491 , 2025 2025 Citations: 4
Interpretable Heart Failure Identification Utilizing Auto Machine Learning Tools M Mamun, MI Hussain, MS Ali, MSA Chowdhury, MM Hossain, ... 2025 2nd International Conference on Next-Generation Computing, IoT and … , 2025 2025 Citations: 4
Improving Network Classification Accuracy through Feature Clustering and Ensemble Machine Learning with Explainable AI SH Chowdhury, M Mamun, MTA Shaikat, MI Hussain, MM Hossain 2025 International Conference on Electrical, Computer and Communication … , 2025 2025 Citations: 4
Early-Stage Diabetes Risk Prediction Utilizing Machine Learning with Explainable AI from Polynomial and Binning Feature Generation M Mamun, SH Chowdhury, MI Hussain, MS Iqbal 2024 2nd International Conference on Information and Communication … , 2024 2024 Citations: 4
A Differential Privacy and TOPSIS Enhanced Explainable Machine Learning Framework for Diabetes Risk Diagnosis M Mamun, MS Ali, MSA Chowdhury, SH Chowdhury, MI Hussain, ... 2025 International Conference on Electrical, Computer and Communication … , 2025 2025 Citations: 3
HRNET-XGB: A comprehensive hybrid framework for automated and interpretable skin cancer detection with multi-scale feature fusion SH Chowduhury, M Mamun Available at SSRN 5167462 , 2024 2024 Citations: 3
Advancing Interpretable AI for Cardiovascular Risk Assessment: A Stacking Regression Approach in Clinical Data from Bangladesh S Tasnim, M Mamun, SH Chowdhury, MI Hussain, MM Hossain Medinformatics , 2025 2025 Citations: 2
LoRA and ReFT Optimized Explainable Machine Learning and Deep Learning Framework for SMS Spam Detection SH Chowdhury, MI Hussain, M Shovon, MS Morzina, MM Hossain, ... 2025 International Conference on Quantum Photonics, Artificial Intelligence … , 2025 2025 Citations: 1
