Dr. Kalaivani S currently serves as an Assistant Professor in the Department of Mathematics, Amrita School of Physical Sciences, Coimbatore Campus. She received her Ph.D. in Statistics from Bharathiar University, Coimbatore, in 2024. She is a First Rank Holder (Gold Medalist) in her M.Sc. Statistics program.
She previously worked in the Department of Mathematics, Sri Krishna Arts and Science College, Coimbatore (May 2017 – March 2018), and in the Department of Statistics and Data Science, CHRIST (Deemed to be University), Bangalore (June 2024 – October 2025).
PhD Thesis Title: Contributions to Enhance Precision of Support Vector Regression with Robust Weight Function.
She completed her PhD in 2024.
Year : 2025
Cite this Research Publication : R. Muthukrishnan, S. Kalaivani, A New Approach to Robust Weighted Support Vector Regression and Its Applications in Medical MRI Image Processing, Lecture Notes in Networks and Systems, Springer Nature Singapore, 2025, https://doi.org/10.1007/978-981-96-4883-2_29
Publisher : Springer Nature Singapore
Year : 2025
Cite this Research Publication : Dr. Kalaivani S. , A Significant Study on Robust Measure of Location Parameters Using Data Depth Approaches 2025
Year : 2023
Cite this Research Publication : A Precise Performance of Robust Weighted Support Vector Regression Approach under Various Kernels Muthukrishnan R. and Kalaivani S , 2023
Year : 2023
Cite this Research Publication : , R Muthukrishnan, S Kalaivani, Robust Weighted Support Vector Regression Approach for Predictive Modeling, Indian Journal Of Science And Technology, Indian Society for Education and Environment, 2023, https://doi.org/10.17485/ijst/v16i30.1180
Publisher : Indian Society for Education and Environment
Year : 2022
Cite this Research Publication : Muthukrishnan R, Kalaivani S, Data depth approach in fitting linear regression models, Materials Today: Proceedings, Elsevier BV, 2022, https://doi.org/10.1016/j.matpr.2021.12.321
Publisher : Elsevier BV
