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Main Research Areas
Main Research Areas
Domain specific deep learning architectures
Software design and applications
Software and Systems
Software design with formal methods
Other software related research (Cloud Technologies, Privacy)
Automated Licence Plate Recognition using Edge Devices
Deep Learning for Sustainable Agriculture
Land use/ land cover, Paddy cultivation, Rubber plantation stand age
Forest Observatory
Climate Predications
Animal Behaviour
Adaptive User Interface based on User Behaviours
Research Project Supervision
Research Project Supervision
MPhil (Full time): Completed
Ms. I. D. Rubasinghe (178020N) (2017-2019): Traceability Management in a DevOps Environment with Continuous Integration
MPhil (Full time): Ongoing
Ms. W. C. K . Jayaweera: Deep Learning Based Multimodal Data Processing with Large Language Models for Sustainable Environments
MSc. by Research (Full time): Completed
Mr. L. A. D. P. Athukorala (178053R) (2017-2019): Context-aware Recommendation for Data Visualization
Ms. M. R. N. Wijethilake (208012F) (2020- 2021): Overall Survival Prediction of Glioma Patients with Genomics
MSc. by Research (Part-time) - Completed
Ms. D. P. S. Jayasiriwardene (208076D) (2020- 2022): An Adaptive Software Architectural Framework for an Interactive Learning Toolkit
Ms. K. W. T. Shyamalee (218011K) (2021-2023): Computational model for Glaucoma Classification
MSc. by Research (Full time): Ongoing
Mr. K.D.S.A. Chandrasiri (248054V) (2024-2025): Energy- Efficient Cloud Task Scheduling using Deep Learning
MSc. in CS (Part-time): (Completed)
Ms. N. Shanmugananthan (179339H) (2017 – 2019): Automation Framework for E-commerce Solution Based on Competitor Analysis
Mr. K.S.D.N.K. De Silva (168214E) (2016-2020): A Defect Prediction Model for Model Driven Engineering.
Ms. A.G.N.M.Ranaweera (179347F) (2017 – 2019): Devops tool for support cloud migration of business intelligence system
Mr. I. G. Ahangama (219180H) (2021-2024): Precipitation Nowcasting with Geographical Data
Ms. A. G. H. U. Dewmini (219327R) (2021-2024): Sri Lankan Elephant Sound Classification Using Deep Learning
MSc. in CS (Part-time): Ongoing
Mr. C. B. Wijesinghe (239375E) (2023-2025): Deep Learning Based U-Net Variants for Cardiac MRI Segmentation
MBA (Part-time)
(Completed)
Kaluarachchi Sajitha Nishali (2015-2016): Factors affecting successful adoption of scrum in software companies
Sachini Dilusha Rajapakse (169128C) (2016-2018): A study of the relationship between retention strategies and job performance in Sri Lanka software industry.
Vinodani Devika Kaluarachchi (169112X) (2017-2018): The methods to mitigate employee uncertainty due to project discontinuation in Sri Lankan software industry.
H.K.C. Nishani (179125A) (2018-2019): Career expectations and aspirations of generation Z in Sri Lankan software industry
H.A.S. Udayanganee (Sashika Hewawasam, 179134B) (2017 – 2019): Requirement Engineering Challenges Affecting Distributed Scrum Teams.
J. H. P. C. M Dabare (179103F) (2017-2019): Evaluation of factors affecting the performance of system support engineers in IT industry
Ramesh. P. H. Vithanage (179135E) (2018-2020): Factors Affecting the Adoption of Scrum Practices: An Analysis of Sri Lankan Software Development Companies
P. Madhavi. Upeksha (189128K) (2019-2020): Factors Affecting the Implementation of Scrum Risk Management Practices in Sri Lankan Software Industry
T. M. Sathsarani. Vithanage (189129A) (2019-2020): Analysis of the impact of teleworking on the productivity of software engineers in Sri Lanka
Harshanika Thennakoon(189126L) (2018 - 2021): Effort estimation deviations in DevOps practices in software industry https://doi.org/10.1145/3484399.3484401 pdf.
Thivanka Jayasiri (189109M) (2018-2021): Investigate the Use of Test Governance Processes in Sri Lankan Software Industry
Ms. Dilanjani Hewavitharana (199112B) (2020 – 2021): Impact of Work-Life Balance on Career Advancement of Female Employees in Sri Lankan IT Workforce
Undergraduate (Final year research project)
(Completed)
Team Members: (2014)
T. Gitanjali, K. Kamalabalan, T. Uruththirakodeeswaran, D. B. Wijesinghe
Team Members: (2015)
A Arunthavanathan, S. Sobiga, R. Srishiyamalan, T. Vinojan
Team Members: (2016)
S.H. Palihawadana, M.G.T.N. Sanjitha, C. H. Wijeweera, Vijini K. Liyanage
Team Members: (2016)
H. P. Maduranga, W. A. D. Kanchana, G. D. L. Madushanka, M. D. M.. Udayanga
Team Members: (2016)
J.A.A.M. Jayaneththi, M.D.N. Dilini, M. H. Wickramapala, J. H. Madushanka
(In collaboration with Dr. S. Jayarathna Sampath Jayarathna, Department of Computer Science, California State Polytechnic University, California)
Team Members: (2017)
L.B. Meegahapola, P.K.D.R.M. Alwis, V.G. Mallawaarachci, L.B.E.H. Nimalarathna
Team Members: (2017)
M.Y. Nilan, L.C.J. Gamage, D.D. Sellahewa, A.S.R. Fernando
B. Gunavaran (150196B), H.D.I. Haputhanthri (150207M), M.D.S.R. Gunathilaka (150194R)
In collaboration with Dr. S. Jayarathna, Old Dominion University, Norfolk, and Dr. Mark Jaime,
Indiana University-Purdue University, Indiana; Dr. Christopher Harshaw, Department of Psychology, University of New Orleans, Louisiana, USA
H.B.G.C Ariyarathne (150041X), H.M.S.U Dayarathna (150097X), K.T.S De Silva (150106D)
In collaboration with Dr. S. Jayarathna and Dr. Anne M.P. Michalek, Old Dominion University, Norfolk, Virginia, USA.
J.A.C.G. Jathunarachchi (150243T), H.M .D. Jeewanthi (150280D), O. G.Samarasinghe (150551K)
R. M. Heshan N. Padmasiri (160451M), A. A. Jithmi Shashirangana (160585C)
In collaboration with Dr. Charith Perera, University of Cardiff, UK.
S. Kolonne (170311U), C. Fernando (170163P), H. Kumarasinghe (170328D)
Customer Gaze Estimation in Retail using Deep Learning (Eye gaze estimation )
In collaboration with Dr. S. Jayarathna, Old Dominion University, Norfolk, Virginia, USA.
A. . P. S. Pathirana (170425X), T. S. Senarath (170568L)
14. Enhancing Behavioral Biometrics with IMU Data
In collaboration with Dr. S. Rasnayaka, National University of Singapore, Singapore.
D.U. Senarath (180582H), A.S. Tharinda (180635B), H.G.M.Vishvajith (180670C)
15. Computer Vision for Prostate Cancer
S. Sivakumaran (180610U), T. Thakshayan (180630F), K. Yathurshan (180722N)
16. Automatic Chest X-ray Image Reportn Generation
T.W.I.Nimalsiri (180424D), H.M.M.P.Dilshan (180146C), R.M.K.C.Rathnayake (180535T)
17. Explainable Zero-Shot Learning for Sensor-based Human Activity Recognition
P.N Deelaka (180127U), D.Y De Silva (180118T)
18. Melanoma Analysis using Deep Learning
E.A.U. Isuranga (180255J) , L.K.H.Gamage (180186X)
19. Forest Sound Classification
In collaboration with Dr. Charith Perera, University of Cardiff, UK.
H.B.I.Ariyarathne (180044L), H.M.S.Bandara (180062N), J.M.R.N.Jayasundara (180281J)
20. Automated Deforestation Observatory Using Surveillance Acoustic In Constrained Environments
In collaboration with Dr. Charith Perera, University of Cardiff, UK.
J.K.D. Ranmal (190507u), P.K. Ranasinghe (190495d), D.T.A.W.S. Paranayapa (190429g)
21. Brain Tumour Segmentation Using Self-Supervised Learning
In collaboration with Dr. P. Yogarajah, University of Ulster, United Kingdom
T.T. Wijerathne (190705b), Wickramasinghe D. L. (190686n), Samarasinghe D. K. (190545h)
22. Segmentation From Explanations: An Explainable Ai Approach for Image Segmentation Of Cervical Cancer
In collaboration with Dr. P. Yogarajah, University of Ulster, United Kingdom
N. Sritharan (190604n), N. Gnanavel (190197p), I. Prathushan (190471c)
23. Deep Learning Based Parkinson’s Disease Identification with Tomographic Inspection Of Cognitive Neuroscience Using Quantum CNN
In collaboration with Dr. P. Yogarajah, University of Ulster, United Kingdom
H.G.D. Nimantha (190415k), K.G.D. Nimantha (190416n), P.H.D.N.C. Wimalarathna (190715f)
24. Lung Sound Classification to Identify Respiratory Diseases
T.B.S.H. Bandara (190086b), L.W.S. Madusanka (190375k), W.A.T.G. Wanasinghe (190658g)
25. Animal Classification at The Edge
In collaboration with Dr. Charith Perera, University of Cardiff, UK.
P.P.D.T. Jinadasa (190282x), N.J. Mohotti (190394r), H.S. Madusankha (190376n)
Undergraduate (Final year research project) – Ongoing
Bio-Health informatics
Eco-sustainable informatics
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