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Works (3)

Explainable Machine Learning for Efficient Diabetes Prediction Using Hyperparameter Tuning, SHAP Analysis, Partial Dependency, and LIME

Engineering Reports
2025-01 | Journal article
DOI: 10.1002/eng2.13080
Contributors: Md. Manowarul Islam; Habibur Rahman Rifat; Md. Shamim Bin Shahid; Arnisha Akhter; Md Ashraf Uddin; Khandaker Mohammad Mohi Uddin
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Hypertuning-Based Ensemble Machine Learning Approach for Real-Time Water Quality Monitoring and Prediction

Applied Sciences
2024-09-24 | Journal article
DOI: 10.3390/app14198622
Contributors: Md. Shamim Bin Shahid; Habibur Rahman Rifat; Md Ashraf Uddin; Md Manowarul Islam; Md. Zulfiker Mahmud; Md Kowsar Hossain Sakib; Arun Roy
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Utilizing Deep Feature Fusion for Automatic Leukemia Classification: An Internet of Medical Things-Enabled Deep Learning Framework

Sensors
2024-07-08 | Journal article
DOI: 10.3390/s24134420
Contributors: Md Manowarul Islam; Habibur Rahman Rifat; Md. Shamim Bin Shahid; Arnisha Akhter; Md Ashraf Uddin
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