Research

Research in an academic environment provides a unique opportunity to solve problems and give a vision for future technology. My research concentrates on analysing, designing and implementing provably right Machine learning methods. My primary research interest is Machine learning algorithms in various application fields. These areas include computational biology, machine intelligence and nature-inspired algorithms.

Visit : http://www.mirworks.in

Mentorship

I supervise Ph D students and advisor of projects at the Masters's level. The most satisfying aspects of research arise from the tangible accomplishments of students doing research innovations.

The following candidates have been awarded Ph D,

  1. Saleena Y, Research Scholar, Department of Computational Biology & Bioinformatics University of Kerala, Thiruvananthapuram, Title of the work: "Computational prediction and analysis of synergistic effect of natural compounds on protein targets", Awarded - March 2023.
  2. Aswathy A L, Assistant Professor, Department of Computer Science, University of Kerala, Title of the work: "Design and Development of Machine Learning Algorithms for Segmenting Abnormalities in Brain and Lung Biomedical Images". Awarded - October 2022.
  3. Biji G, Assistant Professor, College of Engineering, Thiruvananthapuram, Title of the work: "Peripheral Blood Smear Image Analysis for Leukemia Detection". Awarded - September 2022.
  4. Suma L S, Assistant Professor, College of Engineering Attingal, Title of the work: "Optimization algorithms for the identification of Synergistic drug Combination, signaling pathways, motifs and subnetworks". Awarded - July 2022.
  5. Saju Sankar S, Principal, Government Polytechnic College Punalur, Title of the work: "Nature Inspired Optimization Algorithms for Automated Software Engineering". Awarded - April 2022.
  6. R Ananthalakshmi Ammal, Scientist G, Former Senior Director, C-DAC, Thiruvananthapuram, Title of the work: "Investigation on Bio-inspired algorithms for networking". Awarded - January 2022.
  7. Prem Sankar C, Professor, Department of Future Studies, University of Kerala, Thiruvananthapuram, Title of the work: "Studies on bio-inspired computational models for diffusion process in social networks". Awarded - May 2021.
  8. Saritha R, Associate Professor, College of Engineering Trivandrum, Title of the work: "Swarm intelligence based algorithms for multi-objective optimization". Awarded- September 2018.
  9. Anusha A, Former 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
  10. Salim A, Professor, Government Engineering College Thrissur, Title of the work: "Machine learning approaches to cancer prediction using computational profiling of microRNA expression". Awarded - December 2017
  11. Raji C G, Assistant Professor, Assumption College Kottayam, Title of the work: "Computational techniques for prolonged survival prediction after organ transplantation". Awarded - May 2017
  12. Anand H, Associate Professor, Muthoot Institute of Technology and Science, Kochi, Title of the work: "Study on the association rule learning algorithms to make more optimised rules". Awarded - December 2016
  13. Maya Devi N, 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
  14. 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 candidates are in various stages of research,

  1. Raji C G, Assistant Professor, Assumption College Kottayam, Post Doctoral Fellow selected for Chief Minister's Nava Kerala Post Doctoral Fellowship. Title of the work: "Machine Learning Techniques based Survival Forecast of Organ Transplantation Patients over Kerala State".
  2. Deepa S S, Associate Professor, Department of Computer Applications, College of Engineering Trivandrum, Title of the work: "Characterization and Localization of cytogenetic and molecular aberrations for sub-typing Acute Lymphoblastic Leukaemia".
  3. Faimina B S, Assistant Professor, Department of Computer Applications, Sree Sabareesa College, Kottayam, Title of the work: "Machine Learning Approaches for Cyber Forensics Investigation and Security Framework".
  4. Beena S Lawrence, Research Scholar(JRF), Department of Computer Science, University of Kerala, Title of the work: "Population Based Multi-Objective Meta-Heuristic Algorithms for Optimization Problems".
  5. Sini S Raj, Research Scholar, Department of Computer Science, University of Kerala, Title of the work: "Machine Learning Approaches to Predict Zoonotic risk of RNA Viruses".
  6. Nitha V R, Research Scholar, Department of Computer Science, University of Kerala, Title of the work: "Machine Learning Approaches for Detection and Localization of Pulmonary Abnormalities".
  7. Sreelakshmi S, Research Scholar, Department of Computer Science, Title of the work: "Multimodal machine learning approach for identification of landslides and quantitative risk analysis".
  8. Misaj Sharafudeen, Assistant Professor, Department of Computer Science, Title of the work: "Artificially Synthesized Fake Forensics using Machine Learning Techniques".
  9. Ghassan Faisal, Research Scholar (Foreign student - Iraq), Department of Computer Science, Title of the work: "Intelligent Agricultural Productivity Prediction using Machine Learning Techniques".
  10. Magreth D Giga, Research Scholar (Foreign student - Tanzania), Department of Computer Science, Title of the work: "Nature-Inspired Techniques for Effective Management of Higher Bandwidth Backbones under Dynamic Conditions in Hybrid Computer Networks".