Undergraduate Publications
2025
ISO-DBSCAN: An Unsupervised Approach to Anomaly Detection with NILM Data in Residential Buildings
Authors: Dasuni Nagoda Vithana; Maheesha Dhashantha Silva (Co-Author); Qi Liu
Conference/Journal: Asian Journal of Research in Computer Science, Volume 18, Issue 9, Pages 58–75, 2025
Link: https://journalajrcos.com/index.php/AJRCOS/article/view/754v
Stacked Boost Forest: A Hybrid Model to Predict Domestic Cinnamon Purchasing Cost in Down South Sri Lanka
Authors: Himashi Raveena Liyanage; Maheesha Dhashantha Silva
Conference/Journal: Asian Journal of Research in Computer Science, Volume 18, Issue 7, Pages 248–261, 2025
Link: https://www.journalajrcos.com/index.php/AJRCOS/article/view/733
A Mobception Model for Rice Disease Detection with Recommendations Using Images in Asian Countries
Authors: Weerasinghe Liyana Gamage Nipuni Kaushalya; Isiri Gangangani Indurangala
Conference/Journal: KALAM International Research Journal, Faculty of Arts and Culture, South Eastern University of Sri Lanka, Volume 18(1), 2025
Link: https://www.seu.ac.lk/fac/kalam/publication/vol18/issue1/KIRJ_18(1)_024_(343-357).pdf
Dual-Stage Deep Learning Framework for Hybrid Coconut Maturity Classification and Harvest Timeline Prediction
Authors: Pramudi Amani Perera; Pasangi Madushika Perera (Corresponding Author)
Conference/Journal: Asian Journal of Research in Computer Science, Volume 18, Issue 9, Pages 76–90, 2025
Link: https://www.journalajrcos.com/index.php/AJRCOS/article/view/755
NetShield – A User-Centric Deep Learning Framework for Real-Time Network Anomaly Detection and Resolution
Authors: Kaweesha Herath; Maheesha Dhashantha Silva
Conference/Journal: Asian Journal of Research in Computer Science, Volume 18, Issue 8, Pages 132–147, 2025
Link: https://journalajrcos.com/index.php/AJRCOS/article/view/746
Deep Learning-Based Skin Type Identification and Personalized Skincare Recommendations
Authors: S. A. D. S. Sanjana; D. P. M. Perera
Conference/Journal: Asian Journal of Research in Computer Science, Volume 18, Issue 10, Pages 47–59, 2025
Link: https://journalajrcos.com/index.php/AJRCOS/article/view/763
Undergraduate Perceptions of Online Learning in Post-Pandemic Sri Lanka: A Quantitative Study in the Humanities and Social Sciences
Authors: B. W. R. Damayanthi; Sujeewa Hettiarachchi; Lalith Ananda; Shirantha Heenkenda; Manjula Ranagalage; D. M. S. L. B. Dissanayake; D. P. M. Perera; Nadeesha Abeyrathna
Conference/Journal: Discover Education, Volume 4, Article 422, 2025
Link: https://doi.org/10.1007/s44217-025-00867-y
GemInSight: AI-Powered Gem Value Forecasting Using Visual Recognition and Market Data
Authors: Madhusha Chinthani; Samitha Nanayakkara
Conference/Journal: International Conference on Advanced Computing Technologies (ICACT) 2025, Faculty of Computing, NSBM Green University
Link: https://icact.nsbm.ac.lk/wp-content/uploads/2025/11/ICACT-Proceedings-2025.pdf
Deep Hair-Net: A Deep Learning Approach for Diagnosing Scalp and Hair Diseases with Treatment Recommendations
Authors: Bhagya Malshani; I. G. Indurangala
Conference/Journal: International Conference on Advanced Computing Technologies (ICACT) 2025, Faculty of Computing, NSBM Green University
Link: https://icact.nsbm.ac.lk/wp-content/uploads/2025/11/ICACT-Proceedings-2025.pdf
A CGRU Chord Model for Real-Time Guitar Chord Recognition and Next Chord Prediction
Authors: H. M. C. P. B. Wasala; S. A. Nanayakkara
Conference/Journal: International Conference on Innovation and Emerging Technologies 2025, Faculty of Technology, University of Sri Jayewardenepura
Link: https://iciet.sjp.ac.lk/conference-proceedings
A Sustainable IT Approach to Preserve Traditional Medicine and Technologies for Safeguarding Intangible Cultural Heritage
Authors: A. D. Anjana Pramod Nawarathne
Conference/Journal: 5th International Conference on Intangible Cultural Heritage (ICICH), University of Sri Jayewardenepura
Link: https://icich.sjp.ac.lk/
GASP: A Model for Optimizing Urban Green Space Requirements Using Machine Learning
Authors: W. A. T. S. Perera; S. Nanayakkara
Conference/Journal: International Conference on Innovation and Emerging Technologies (ICIET) 2025, Faculty of Technology, University of Sri Jayewardenepura, Sri Lanka
Link: https://iciet.sjp.ac.lk/conference-proceedings
2019
Dictionary Based MachineTranslation System for Pali to Sinhala
Authors: R. M. M. Shalini, B. Hettige
Conference: Srilanka Association for Artificial Intelligence (SLAAI)
Submission: https://slaai.lk/proc/2017/s1704.pdf
A Smart system based on wireless sensor network for monitoring and controlling mushroom growing conditions
Authors: Fernandopulle, K.H.; Gunathunga, N.P.; Ranasinghe, R.D.D.P.; Ireshika, V.P.P.; Samarasinghe, P.; Jinasena, T.M.K.K.
Conference: Smart Computing and Systems Engineering(SCSE) University of Kelaniya
Submission: http://repository.kln.ac.lk/handle/123456789/19022f
The AIR OWL2: An Environment Air Pollution Monitoring System Based on Wireless Sensor Network
Authors: SM Hewage, HU Sampath, IBSS Irugalbandara, AHM Atheeq
Conference: 6th International Conference on Multidisciplinary Approaches (iCMA) 2019 | Faculty of Graduate Studies, University of Sri Jayewardenepura
Submission: ELSEVIER SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3496573
Sinhala Baby Name Generation using Derivational Morphology
Authors: Chathurangi, M
Conference: Vavuniya Campus International Research Symposium (VCIRS) 2017
Submission:
Wireless sensor network based autonomous logistic trolley for factory automation
Authors: Perera, M.S.H.; Prasadini, M.M.N.; Karunarathne, C.N.; Chathurangi, M.; Samarasinghe, P.; Jinasena, T.M.K.K.
Conference: Smart Computing and Systems Engineering(SCSE) University of Kelaniya
Submission: http://repository.kln.ac.lk/handle/123456789/18949
Intelligent Traffic Light System Using Wireless Sensor Networks and IoT
Authors:HU Sampath, IAS Erandi, TMKK Jinasena, JH Panditharathna
Conference:6th International Conference on Multidisciplinary Approaches (iCMA) 2019 | Faculty of Graduate Studies, University of Sri Jayewardenepura
Submission: ELSEVIER SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3496594
Automated, low-cost pedestrian crossing carriage for efficient traffic control and pedestrian safety
Authors:BAOS Yasaswin, TMKK Jinasena
Conference:2019 International Research Conference on Smart Computing and Systems Engineering (SCSE), 2019
Submission: https://ieeexplore.ieee.org/document/8842755
Thematic Relations based Question Answer Generator for Sinhala language using Natural Language Processing
Authors:T Dissanayake, B hettige
Conference: 13th International Research Conference on Holistic Approach to National Growth and Security 2020
Submission: