Research

Research in an academic environment provides a unique opportunity to solve problems and giving vision in technology of the future. My research concentrates on the analysis, design and implementation of provably good Machine learning methods. My primary research interest is Machine learning algorithms in various application fields. This areas include computational biology, machine intelligence and nature inspired algorithms.

Visit : http://www.mirworks.in

Mentorship

I am supervising Ph D students and advisor of projects in Masters level. The most satisfying aspects of research arise from the tangible accomplishments of students who is doing innovations in research.

The following candidates have been awarded Ph D,

  1. Anusha A, Research Scholar, Department of Computational Biology & Bioinformatics, University of Kerala, Thiruvananthapuram, Title of the work: "Computational Profiling and Prediction of piRNA Sequences". Awarded - March 2018
  2. Salim A, Associate Professor, College of Engineering Trivandrum, Title of the work: "Machine Learning Approaches to Cancer Prediction Using Computational Profiling of microRNA Expression". Awarded - December 2017
  3. Raji C G, Professor, M E A Engineering College Perinthalmanna, Title of the work: "Computational Techniques for Prolonged Survival Prediction after Organ Transplantation". Awarded - May 2017
  4. Anand H, Associate Professor, Marian Engineering College Thiruvananthapuram, Title of the work: "Study on the Association rule learning algorithms to make more optimised rules". Awarded - December 2016
  5. Maya Devi N, Associate Professor, College of Engineering Trivandrum, Title of the work: "Design of Real Time Expert System for Fault Analysis and Forecasting of Power Plants". Awarded - February 2016
  6. Nadeera Beevi S, Professor, T K M College of Engineering Kollam, Title of the work: "A Meta framework for error free program transformation". Awarded- April 2015.

The following candidate has submitted her thesis:

  1. Saritha R, Assistant Professor, College of Engineering Trivandrum, Title of the work: "Design of Bioinspired algorithms for Global Optimization Problems".

The following candidates are in various stages of research,

  1. John Prakash Joseph, Associate Professor, College of Engineering Trivandrum, Title of the work: "Soft computing methods in harmonic studies".
  2. Binu Rajan M R, Assistant Professor, S C T College of Engineering Trivandrum, Title of the work: "Machine learning algorithms for Software relibility analysis and prediction".
  3. Rejimoan R, Assistant Professor, S C T College of Engineering, Thiruvananthapuram, Title of the work: "Intelligent query processor in distributed databases".
  4. R Ananthalakshmi Ammal, Scientist F, C-DAC, Thiruvananthapuram, Title of the work: "Investigation on Bio-inspired Algorithms for Networking".
  5. Prem Sankar C, Research Scholar, Department of Future Studies, University of Kerala, Thiruvananthapuram, Title of the work: "Studies on bio-inspired computational models for diffusion process in social networks" (with Dr K. Satheesh Kumar).
  6. Suma L S, Assistant Professor, College of Engineering Karunagappally, Title of the work: "Optimization Algorithms for the Identification of Synergistic Drug Combination, Signaling Pathways, Motifs and Subnetworks".