Author

Dinesh Chellappan

Institution: KPR Institute of Engineering and Technology

Observed institutions: Bannari Amman Institute of Technology, KPR Institute of Engineering and Technology

ORCID: 0000-0002-6955-7646

Observed ORCID: 0000-0002-6955-7646

OpenAlex ID: A5101636164

Generalizability of machine learning models for diabetes detection a study with nordic islet transplant and PIMA datasets

2025 · Dinesh Chellappan, Harikumar Rajaguru · Scientific Reports · 14

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Detection of Diabetes through Microarray Genes with Enhancement of Classifiers Performance

2023 · Dinesh Chellappan, Harikumar Rajaguru · Diagnostics · 12

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Machine Learning Meets Meta-Heuristics: Bald Eagle Search Optimization and Red Deer Optimization for Feature Selection in Type II Diabetes Diagnosis

2024 · Harikumar Rajaguru, Dinesh Chellappan · Bioengineering · 7

Enhancement of Classifier Performance Using Swarm Intelligence in Detection of Diabetes from Pancreatic Microarray Gene Data

2023 · Harikumar Rajaguru, Dinesh Chellappan · Biomimetics · 7

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Enhancing Machine Learning Classifiers for Prostate Cancer Detection through Feature Selection

2025 · Dharanidharan S, Mohammed Bathrul Muzzammil A M, et al. · International Conference on Smart Technologies, Communication and Robotics (STCR) · 3

Optimized Diabetes Classification from Gene Expression Data Using City Block Feature Extraction and Hybrid Bio-Inspired Feature Selection

2026 · Dinesh Chellappan, Harikumar Rajaguru · Control Instrumentation System Conference (CISCON)

Enhanced Diabetic Classification with Fast Walsh Hadamard Transform features and Metaheuristic Feature Selection using PIMA Database

2026 · Dinesh Chellappan, Harikumar Rajaguru · IEEE International Conference on Recent Advances in Electronics, Communication, Computing, Automation and Power (RECCAP)

Wigner Ville Distribution as Feature Extraction with Bio-inspired Feature Selection for Improved Diabetes Classification

2026 · Dinesh Chellappan, Harikumar Rajaguru · IEEE Applied Sensing Conference (APSCON)

Smart Monitoring and Controlling the Speed of DC Shunt Motor

2025 · Dinesh Chellappan, A. Manikandan, et al. · Apple Academic Press eBooks

Machine Learning-Driven Early Detection And Monitoring Of Respiratory Disorder Using PCO2 Analysis

2025 · Mohamed Afsal J, Dhamodharan B, et al. · International Conference on Smart Technologies, Communication and Robotics (STCR)

Swarm Intelligence Feature Selection and Possibilistic Fuzzy c-Means Approach for Enhancement of Classifier Performance in Detection of Diabetes from Microarray gene

2024 · Dinesh Chellappan, Harikumar Rajaguru · IEEE Region 10 Conference (TENCON)

Leveraging Minimum Relative Entropy and Meta-Heuristic Feature Selection for Enhanced Microarray Gene Data Classification in Diabetes

2024 · Dinesh Chellappan, Harikumar Rajaguru · IEEE Region Humanitarian Technology Conference

Significance of LASSO Regression as Feature Extraction Techniques in Diabetic Detection

2023 · Dinesh Chellappan, Harikumar Rajaguru · International Conference on Smart Technologies, Communication and Robotics (STCR)

Works count: 13

Citation count: 43

H-index: 4

I10-index: 2