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Contact

gayathri.k@sliit.lk

Ms. Gayathri Karunarathna

Instructor

Faculty of Computing | Information Technology

Career Summary

  • Temporary Academic Instructor - Sri Lanka Institute of Information Technology
  • Temporary Demonstrator - Sabaragamuwa University of Sri Lanka

ACADEMIC QUALIFICATIONS

  • MPhil. Computing and Information Systems, Sabaragamuwa University of Sri Lanka (Reading)
  • BA (Honors).Information and Communication Technology,  Sabaragamuwa University of Sri Lanka

HONOURS AND AWARDS

Best Performance and Highest Grade point Average in ICT (Gold Medal), Alumni Association of Department of Economics and Statistics Faculty of Social Sciences and Languages Sabaragamuwa University of Sri Lanka

Research Interests and Memberships

Research Interests

  • Machine Learning
  • Classification

Memberships

Ongoing Research

My Publications

Journal Publications

  • K. M. G. S. Karunarathna, M. P. R. I. R. Silva, R. A. H. M. Rupasingha  " Ensemble Learning Approach for Identifying Personality Traits based on Individuals' Behavior "  Sri Lanka Journal of Social Sciences and Humanities,  vol.3,  Issue 1,  2023,  pp.107-116,      
  • K M G S Karunarathna, R A H M Rupasingha and B T G S Kumara  " An Ensemble Learning Approach to Classifying Documents Based on Formal and Informal Writing Styles "  The IUP Journal of Information Technology,  vol.18,  Issue 3,  2022,  pp.27-49,      

Journal Publications Under Review

  • K M G S Karunarathna, R. A. H. M. Rupasingha  " Learning to use Normaization Techniques for Preprocessing and Classification of Text Documents "  International Journal of Multidisciplinary Studies (IJMS),        Under Review

Conference Proceedings

  • K. M. G. S. Karunarathna, M.P. R. I. R. Silva and R. A. H. M. Rupasingha   Clustering Human Personality Based on Persons Behaviour  in 3rd International Women in Engineering Symposium,  year 2022,    pp.41-43,  WIESYMP,    19 November 2022,  
  • K. M. G. S. Karunarathna, R. A. H. M. Rupasingha and B. T. G. S. Kumara   Classifying Documents based on Formal and Informal Writing Styles using Machine Learning Algorithms  in 2022 2nd International Conference on Advanced Research in Computing,  year 2022,    pp.373-378,  ICARC,      
  • K.M.G.S Karunarathna, M.P.R.I.R Silva, R.A.H.M Rupasingha   Human Personality Classification Using Supervised Machine Learning Algorithms  in 1st International Conference on Social Sciences and Languages,  year 2023,    pp.102-109,  ICSSL,      
  • K. M. G. S. Karunarathna, R. A. H. M. Rupasingha   Studying Automatic Document Classification for Different Writing Styles using Ensemble Learning    year 2022,            

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