Conference Proceedings

• U.M.M.P.K.Nawarathne, C.K.Walgampaya   A Comparative Study in Usage of Convolutional Neural Network Models in Waste Classification  in International Research Conference on Smart Computing and Systems Engineering (SCSE) 2025,  year 2025,  Kelaniya,  pp.1-6,  SCSE,    December 2024,  Feb 12, 2025
• Sandaru Madhubhashana, Vibhashana Ranhinda, Dineth Jayakody, Lakmuthu Shavinda, Malithi Nawarathne, Prasanna Haddela   Adapting Pedagogical Frameworks to Online Learning: Simulating the Tutor Role with LLMs and the QUILT Model  in 6th International Conference on Advancements in Computing,  year 2025,  Colombo,  pp.1-6,  ICAC,    December 2024,  Feb 12, 2025
• U.M.M.P.K.Nawarathne, H.M.L.S.Kumari, H.M.N.S.Kumari   Comparative Analysis of Jellyfish Classification: A Study Using YOLOv8 and Pre-trained Models  in International Research Conference on Smart Computing and Systems Engineering (SCSE) 2024,  year 2025,  Kelaniya,  pp.1-6,  SCSE,    April 2024,  Feb 12, 2025
• U.M.M.P.K.Nawarathne, H.M.N.S.Kumari   Classification of Fungi Images Using Different Convolutional Neural Networks  in International Conference on Information Technology Research (ICITR 2024),  year 2024,  Moratuwa,  pp.1-6,  ICITR,    January 2024,  Feb 12, 2025
• U.M.M.P.K.Nawarathne, C.K.Walgampaya, I Aberathne   A Gated Recurrent Unit Neural Network based Predictive Maintenance Approach for Machinery Maintenance in the Apparel Industry  in Kotelawala Defence University International Research Conference 2023,  year 2023,  Moratuwa,  pp.1-6,  KDUIRC,    September 2023,  Feb 12, 2025
• U.M.M.P.K.Nawarathne, H.M.N.S.Kumari   A Bayesian Approach for Raisin Data Classification  in International Research Conference on Smart Computing and Systems Engineering (SCSE) 2023,  year 2025,  Kelaniya,  pp.1-6,  SCSE,    June 2023,  Feb 12, 2025
• U.M.M.P.K.Nawarathne, H.M.N.S.Kumari   A Sentiment Analysis of COVID-19 Tweets Data Using Different Word Embedding Techniques  in International Research Conference on Smart Computing and Systems Engineering (SCSE) 2023,  year 2023,  Kelaniya,  pp.1-6,  SCSE,    June 2023,  Feb 12, 2025
• U.M.M.P.K. Nawarathne, Vijani Piyawardana, Jesuthasan Alosius   Predictive Analytics for Machinery Maintenance in the Production of Quality Garments  in International Conference in Data Science 2021,  year 2025,  Colombo,  pp.1-6,  ICDS,    June 2021,  Feb 12, 2025
• G.G.K.K. Wijerathne, U.M.M.P.K. Nawarathne, W.A.A.K. Weerasekara, L.H.C.J. De Silva, Vijani Piyawardana, Jesuthasan Alosius   Novel Approach for Improving Quality and Process Optimization in the Garment Industry  in International Conference on Advanced Research in Computing (ICARC 2021),  year 2021,  Sabaragamuwa,  pp.1-6,  ICARC,    Febrauary 23, 2021,  Feb 12, 2025

Journal Publications

• U.M.M.P.K.Nawarathne, H.M.N.S.Kumari  " "Machine Failure Prediction Using Multilabel Classification Methods" "  Journal of Advances in Engineering and Technology,  vol.11,  Issue 11,  2023,  pp.37-45,  https://rda.sliit.lk/handle/123456789/3697,  Feb 12, 2025,  10.54389/OKNW9621,