Machine learning with word embedding for detecting web-services anti-patterns. - Lov Kumar; Sahithi Tummalapalli; Sonika Chandrakant Rathi; Lalita Bhanu Murthy Neti; Aneesh Krishna; Sanjay Misra (J. Comput. Lang., 2023)

Empirical evaluation of the performance of data sampling and feature selection techniques for software fault prediction. - Sonika Chandrakant Rathi; Sanjay Misra; Ricardo Colomo-Palacios; R. Adarsh; Lalita Bhanu Murthy Neti; Lov Kumar (Expert Syst. Appl., 2023)

An empirical evaluation of the effectiveness of various ML, DL, and CodeBERT models to enhance the quality of software with the application of AST and Embedding techniques. - Sonika Chandrakant Rathi; N. L. Bhanu Murthy; Lov Kumar (ISEC, 2025)