Dr. Shidha M V graduated in Computer Applications from Mahatma Gandhi University, Kottayam and completed MCA in Mother Teresa Women’s University, Kodaikanal. She had secured MPhil from Vinayaka Mission University, Salem and qualified UGC-NET. Ms. Shidha received her Ph.D in Computer Science from Bharathiar University in the year 2021. She started her career as a college faculty in 2001 and completed two decades in the profession. She has been associated with FISAT since 2014 and had worked with MES College, Marampally and Sree Narayana Institute of Science & Technology (SNGIST), N.Paravur. Her area of specialization is Data Mining.
An Empirical Study on the Effect of Resampling Techniques in Imbalanced Datasets for Improving Consistency of Classifiers,International Journal of Applied Engineering Research, ISSN: 0973-4562,2019
CoGBUS- Center of Gravity Based Under Sampling Strategy for Imbalanced Data Classifications,International Journal of Recent Technology and Engineering(IJRTE), ISSN:2277-3878,2019
Assessing the impact of Instance Imbalance in the Prediction of Class Labels,Proceedings of 2nd National Conference on Advanced Computing Computing (NCAC-2019),2019
Book Chapters
Advanced Engineering, Research and Applications,Chapter,Research India Publication,2019