my-profile
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,
English
Sinhala
Tamil
