Discrete model based answer script evaluation using decision tree rule classifier. - Madhumitha Ramamurthy; Ilango Krishnamurthi; S. Sudhakar Ilango; Shanthi Palaniappan (Clust. Comput., 2019)

Multiple Ensembling Techniques for Monitoring the Physical Activities and Predicting the Performance of the Students. - Shanthi Palaniappan; Sridevi U. K.; Madhumitha Ramamurthy (ACM, 2022)

Prediction of Epidemic Disease Dynamics on the Infection Risk Using Machine Learning Algorithms. - Shanthi Palaniappan; Ragavi V; Beaulah David; Nisha S. Pathur (SN Comput. Sci., 2022)