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Habibur Rahman Rifat
Institution:
Jagannath University
Observed institution:
Jagannath University
ORCID:
0009-0004-2859-1129
Observed ORCID:
0009-0004-2859-1129
OpenAlex ID:
A5094015934
Explainable Machine Learning for Efficient Diabetes Prediction Using Hyperparameter Tuning, SHAP Analysis, Partial Dependency, and LIME
2024
·
Md. Manowarul Islam
, Habibur Rahman Rifat
, et al.
·
Engineering Reports
·
43
PDF
Hypertuning-Based Ensemble Machine Learning Approach for Real-Time Water Quality Monitoring and Prediction
2024
·
Md. Shamim Bin Shahid
, Habibur Rahman Rifat
, et al.
·
Applied Sciences
·
29
PDF
Utilizing Deep Feature Fusion for Automatic Leukemia Classification: An Internet of Medical Things-Enabled Deep Learning Framework
2024
·
Md Manowarul Islam
, Habibur Rahman Rifat
, et al.
·
Sensors
·
21
PDF
Hybridized Convolutional Neural Networks and Long Short-Term Memory for Improved Alzheimer’s Disease Diagnosis from MRI Scans
2023
·
Maleka Khatun
, Md Manowarul Islam
, et al.
·
International Conference on Computer and Information Technology (ICCIT)
·
20
PDF
MobAlz: An Optimized MobileNet Model for Early Alzheimer's Detection via Brain MRI Analysis
2025
·
Habibur Rahman Rifat
, Arun Roy
, et al.
·
IEEE International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN)
·
1
PneuX-CNN: A Novel Architecture for Pneumonia Classification and Grad-Cam Explainability
2025
·
Habibur Rahman Rifat
, Arun Roy
, et al.
·
International Conference on Electrical, Computer and Communication Engineering
·
1
An ML-Based Heart Disease Prediction Approach with Feature Selection, Hyperparameter Optimization, and Model Explainability
2026
·
Muhammad Umer
, Arun Roy
, et al.
·
IEEE International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN)
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Works count:
7
Citation count:
115
H-index:
4
I10-index:
4
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