Komal Kumar Napa

Employment

• St. Peter's Institute of Higher Education and Research Assistant Professor
  2019 - Present
• Vel Tech High Tech Dr Rangarajan Dr Sakunthala Engineering College Assistant Professor
  2018 - 2019
• QIS College of Engineering and Technology Assistant Professor
  2016 - 2018
• TJS Engineering College Assistant Professor
  2015 - 2016

Education

• TJS Engineering College M.E
  2013 - 2015
• Asan Memorial College of Engineering and Technology B.E
  2008 - 2012

Projects & Funding

Projects & funding information is unavailable.

Publications (58)

• BRAIN-META: A reproducible CNN–vision transformer meta-ensemble pipeline for explainable brain tumor classification
  Methodsx 2026 DOI: 10.1016/j.mex.2025.103769
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• Detection of malaria disease using novel machine learning-oriented optimization concept
  Discover Applied Sciences 2026 DOI: 10.1007/s42452-026-08782-z
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• Improving Loan Approval Prediction with K-Fold Cross-Validation and Hyperparameter Optimisation: A Study on Machine Learning Classifiers
  Communications in Computer and Information Science 2026 DOI: 10.1007/978-3-032-26683-5_5
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• Investigating reading habits and their impact on reading performance among Indian undergraduate students
  International Journal of Evaluation and Research in Education 2026 DOI: 10.11591/ijere.v15i3.38490
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• Machine learning-based solar power prediction for major Indian metro cities
  Iaes International Journal of Artificial Intelligence 2026 DOI: 10.11591/ijai.v15.i2.pp1362-1370
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• A hybrid ensemble stacking and explainable machine learning framework enhanced with bald eagle search optimization for coronary artery disease risk prediction
  Discover Artificial Intelligence 2026 DOI: 10.1007/s44163-026-01354-5
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• Corrigendum to “Development of an explainable machine learning model for Alzheimer's disease prediction using clinical and behavioural features” (MethodsX (2025) 15, (S221501612500336X), (10.1016/j.mex.2025.103491))
  Methodsx 2025 DOI: 10.1016/j.mex.2025.103556
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• Predicting Employee Attrition: A Comparative Analysis of Machine Learning Models Using the IBM Human Resource Analytics Dataset
  Procedia Computer Science 2025 DOI: 10.1016/j.procs.2025.04.659
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• Optimizing Skin Cancer Detection Using the MobileNet Deep Learning Model: A Lightweight and Efficient Approach
  Proceedings 3rd International Conference on Artificial Intelligence and Machine Learning Applications Healthcare and Internet of Things Aimla 2025 2025 DOI: 10.1109/AIMLA63829.2025.11040509
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• Meta-learning for malaria diagnosis: evaluating stacking models for enhanced classification performance
  Bulletin of Electrical Engineering and Informatics 2025 DOI: 10.11591/eei.v14i6.10158
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