Manpreet Singh

Department Computer Science & Engineering
Designation Assistant Professor (Temporary Faculty)
Qualification Ph.D., M. Tech., B.Tech.
Research Interests Machine Learning & Deep Learning, Software Engineering, Optimization, Algorithm Design and Logic
Email Manpreetsinghcse@pec.edu.in ( Official )
Manibhangu92@gmail.com ( Personal )
Phone Number
Sr. No. Title
1 Singh, M., & Chhabra, J. K. (2024). Machine learning based improved cross-project software defect prediction using new structural features in object oriented software. Applied Soft Computing, 165, 112082.
2 Singh, M., & Chhabra, J. K. (2024). Improved software fault prediction using new code metrics and machine learning algorithms. Journal of Computer Languages, 78, 101253.
3 Singh, M., & Chhabra, J. K. (2024). An efficient instance selection algorithm for fast training of support vector machine for cross-project software defect prediction pairs. Journal of Computer Languages, 81, 101301.
4 Singh, M., & Chhabra, J. K. (2025). Identification of Fault Prone Components in Multimedia Software based on Optimal Threshold Values decided using Genetic Algorithm. JUCS - Journal of Universal Computer Science, 31(5): 469-493.
5 Singh, Manpreet, and Jitender Kumar Chhabra. "A hybrid approach based on k-nearest neighbors and decision tree for software fault prediction." Kuwait Journal of Science 50, no. 2A (2023).