Publications

2026Year

SHAP-guided machine learning for interpretable band gap prediction and inverse design in ABX3 perovskites

Manon, A., Gill, R. K., Kumar, V., Joshi, K., Dhaka, A., Nandal, A.

International Journal of Computational Intelligence Systems

Journal articleSCI Q1 DOI

2026Year

Country-level crop yield sensitivity to climate variability: An interpretable machine learning framework for screening and policy prioritization

Gill, R. K., Manon, A., Chopra, N. K., Gill, S.

World

Journal articleSCI Q1 DOI

2024Year

Exploring the connectivity between Education 4.0 and Classroom 4.0: Technologies, student perspectives, and engagement in the digital era

Kumar, R., Joshi, K., Kumar, R., Saini, D., Medani, M., Bharany, S.

IEEE Access

Journal articleSCI Q1

2022Year

Machine learning based hybrid technique for heart disease prediction

Negi, S. S., Memoria, M., Kumar, R., Joshi, K., Pandey, S. D., Gupta, A.

2022 International Conference on Advances in Computing, Communication and Materials (ICACCM), Dehradun

Conference paperIEEE, Scopus DOI

2022Year

Analyzing the performance of crossover operators (OX, OBX, PBX, MPX) to solve combinatorial problems

Kumar, R.

2022 International Conference on Machine Learning, Big Data, Cloud and Parallel Computing (COM-IT-CON), Faridabad

Conference paperIEEE, Scopus DOI

2021Year

Critical analysis of genetic algorithm under crossover and mutation rate

Kumar, R., Memoria, M., Gupta, A., Awasthi, M.

2021 3rd International Conference on Advances in Computing, Communication Control and Networking (ICAC3N), Greater Noida

Conference paperIEEE, Scopus DOI

2020Year

Performance analysis of proposed mutation operator of genetic algorithm under scheduling problem

Kumar, R., Memoria, M., Chandel, A.

2020 International Conference on Intelligent Engineering and Management (ICIEM), London, UK

Conference paperIEEE, Scopus DOI

2020Year

Proposed selection technique of evolutionary algorithm and its implementation for combinatorial problems

Kumar, R., Memoria, M.

2020 International Conference on Advances in Computing, Communication & Materials (ICACCM), Dehradun

Conference paperIEEE, Scopus DOI

2020Year

A survey on memetic algorithm and machine learning approach to traveling salesman problem

Kumar, R.

International Journal on Emerging Technologies

Journal articleScopus

2020Year

Analysis of available selection techniques and recommendation for memetic algorithm and its application to TSP

Kumar, R., Memoria, M.

International Journal on Emerging Technologies

Journal articleScopus

2020Year

A review of memetic algorithm and its application in traveling salesman problem

Kumar, R., Memoria, M.

International Journal on Emerging Technologies

Journal articleScopus

2019Year

Effect of termination condition on the performance of genetic algorithm

Kumar, R.

International Journal of Latest Research in Science and Technology

Journal articleUGC Approved