- Faculty of Engineering
- Department of Computer Science & Engineering
- Professor
Contact information
Department of Computer Science & Engineering
Faculty of Engineering
University of Moratuwa
Moratuwa
10400
Teaching and Administrative Activities
Software Engineering Project -Undergraduate -2015
Software Process Management (50%) -Undergraduate -2015
Software Engineering Project -Undergraduate -2016
Software Engineering Project -Undergraduate -2017
Software Process Management (50%) -Undergraduate -2016
Software Engineering Project -Undergraduate -2014
Software Engineering Project -Undergraduate -2018
Software Engineering Project -Undergraduate -2019
Software Engineering Project -Undergraduate -2020
Quality Engineering (50%) -Undergraduate -2017
Quality Engineering (50%) -Undergraduate -2018
Quality Engineering -Undergraduate -2019
Software Process and Management (50%) -Undergraduate -2018
Software Process and Management (50%) -Undergraduate -2019
Software Process and Management (50%) -Undergraduate -2020
Research Seminar (25%) -Postgraduate -2013
Research Seminar (25%) -Postgraduate -2014
Research Seminar (25%) -Postgraduate -2015
Information Systems Modelling and Design -Postgraduate -2018
Information Systems Modelling and Design -Postgraduate -2019
Timetable committee member -Timetable committee member, CSE. (2013 - todate) (2013 To date)
Editorial Board member -Editorial Board member, UOM (2014 - todate) (2014 To date)
Academic coordinator of Semester 5 -Academic coordinator of Semester 5, Department of Computer Science and Engineering, Faculty of Engineering, University of Moratuwa (todate) (2014 To date)
Personal student mentor - Faculty of Engineering, University of Moratuwa, (2015 - todate). (2015 To date)
Laboratory in-charge - Laboratory in-charge: Advanced Computer Lab, Department of CSE, University of Moratuwa, Sri Lanka (2014-todate). (2014 To date)
First year coordinator - First year coordinator, Department of Computer Science and Engineering, Faculty of Engineering, University of Moratuwa, (2007 – 2009). (2007 To 2008)
Industrial training coordinator - Industrial training coordinator, Dept. CSE, Faculty of Engineering, University of Moratuwa, (2007 – 2009). (2007 To 2008)
Student Induction Program Committee member - Committee member to plan, conduct and supervise the Student Induction Program, Faculty of Engineering, University of Moratuwa, (750 students), (2007-2008). (2007 To 2008)
Course Module Writer - Course Module Writer, Bachelor of Information Technology (BIT) External Degree Program, Faculty of Information Technology, University of Moratuwa, (2007). (2007 To date)
Team member (OBE) - Team member, Outcome Based Education (OBE) curriculum development, Department of CSE, University of Moratuwa, Sri Lanka (2013-todate). (2013 To date)
Member of Editorial Board (FoE) -Member of Editorial Board, Faculty of Engineering, University of Moratuwa, (2007 – 2009). (2007 To 2008)
Career Guidance Coordinator (CSE) -Career Guidance Coordinator, Department of Computer Science and Engineering, University of Moratuwa (2019- todate). (2019 To date)
M.Sc. Coordinator - M.Sc. in CS Coordinator, Department of Computer Science and Engineering, University of Moratuwa (2019- 2023). (2019 To 2023)
Research Activities
Software Engineering
Data science
Machine learning applications
Deep learning applications
Bio-health informatics
Technology enhanced learning
Computer vision
Current projects
• Software artefact traceability management: SAT-Analyser
https://sites.google.com/cse.mrt.ac.lk/sat-analyser
• Bio-Health Informatics Research: Bio-Health Informatics
https://sites.google.com/cse.mrt.ac.lk/biohealth
Undergraduate (Final year research project)
1. (2014) Establishing and Visualizing Traceability Links among Software Artefacts
Team Members: T. Gitanjali, K. Kamalabalan, T. Uruththirakodeeswaran, D. B. Wijesinghe
2. (2015) Natural Language Processing in Software Artefacts Traceability Tool
Team Members: A. Arunthavanathan, S. Sobiga, R. Srishiyamalan, T. Vinojan
3. (2016) Software Artefact Traceability Analyzer Extension for DevOps Practice
Team Members: S.H. Palihawadana, M.G.T.N. Sanjitha, C. H. Wijeweera, Vijini K. Liyanage
4. (2016) Context Aware Recommendations for Data Visualization
Team Members: H. P. Maduranga, W. A. D. Kanchana, G. D. L. Madushanka, M. D. M. Udayanga
5. (2016) Automated land use classification with heterogeneous data sources
Team Members: J.A.A.M. Jayaneththi, M.D.N. Dilini, M. H. Wickramapala, J. H. Madushanka
6. (2017) Change detection of frequently changing web pages
Team Members: L.B. Meegahapola, P.K.D.R.M. Alwis, V.G. Mallawaarachci, L.B.E.H. Nimalarathna (In collaboration with Dr. S. Jayarathna Sampath Jayarathna, Department of Computer Science, California State Polytechnic University, California)
7. (2017) Analysis of conflicts between medications, adverse drug reactions and diseases
Team Members: M.Y. Nilan, L.C.J. Gamage, D.D. Sellahewa, A.S.R. Fernando
8. (2019) Autism spectrum disorder (ASD) indicative Decision Support System using Psychophysiological Data
Team Members: B. Gunavaran (150196B), H.D.I. Haputhanthri (150207M), M.D.S.R. Gunathilaka (150194R) (In collaboration with Dr. S. Jayarathna, Old Dominion University, Virginia, Dr. Mark Jaime, Indiana University-Purdue University, Indiana. Dr. Christopher Harshaw, Department of Psychology, University of New Orleans, Louisiana, USA)
9. (2019) Neuroscience Decision Support Systems for identification of ADHD using Psychophysiological Measures
Team Members: 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, Virginia, USA.)
10. (2019) PhyloGenie: A Generic Phylogenetic Inference Framework with GPU Compatibility
Team Members: J.A.C.G. Jathunarachchi (150243T), H.M.D. Jeewanthi (150280D), O. G.Samarasinghe (150551K)
11. (2020) Constraints based automated license plate recognition
R. M. Heshan N. Padmasiri (160451M), A. A. Jithmi Shashirangana (160585C)
In collaboration with Dr. Charith Perera, University of Cardiff, UK.
Postgraduate Research
M.Phil. (Full time) – Completed
1. (2017-2019) Traceability Management in a DevOps Environment with Continuous Integration: I. D. Rubasinghe (178020N)
M.Sc. (Full time) – Completed
2. (2017-2019) Context-aware Recommendation for Data Visualization: L. A. D. P. Athukorala (178053R)
M.Sc. (Full time) – Ongoing
3. (2018-2019) A Framework for Gesture-based Mobile User Communication: L. C. J. Gamage
4. Ms. M. R. Navodini Wijethilake (2020- 2021)
Overall Survival Prediction of Glioma Patients with Genomics
MSc. (Part-time) - Ongoing
5. D.P.Shakyani Jayasiriwardene (2020- 2022)
An adaptive framework for an interactive learning toolkit to support primary education in Sri Lanka
MPhil Part- time) - Ongoing
6. P. H. A. H. K. Yashodhara (2020- 2023)
2020/MPhil/7642z
A framework for learning and communication support toolkit for special needs children.
MSc. (Part-time) – Completed
7. (2017 – 2019) Automation Framework for E-commerce Solution Based on Competitor Analysis: N. Shanmugananthan (179339H)
8. (2016-2019) A Defect Prediction Model for Model Driven Engineering: K.S.D.N.K. De Silva (168214E)
9. (2017 – 2019) Devops tool as a utility to cloud migration of business intelligence system: N. Ranaweera (179347F)
MBA (Part-time) – Completed
10. (2015-2016) Factors affecting successful adoption of scrum in software companies: K. S. Nishali
11. (2017-2018) A study of the relationship between retention strategies and job performance in Sri Lanka software industry: S. D. Rajapakse (169128C)
12. (2017-2018) The methods to mitigate employee uncertainty due to project discontinuation in Sri Lankan software industry: V. D. Kaluarachchi (169112X)
13. (2018-2019) Career expectations and aspirations of generation Z in Sri Lankan software industry: H.K.C. Nishani (179125A)
14. (2017 – 2019) Requirement Engineering Challenges Affecting Distributed Scrum Teams: H.A.S. Udayanganee (179134B)
15. J.H.P.C.M Dabare (179103F) (2017-2019)
Evaluation of factors affecting the performance of system support engineers in IT industry
16. Mr. Ramesh. P. H. Vithanage (179135E) (2018-2020)
Factors Affecting the Adoption of Scrum Practices: An Analysis of Sri Lankan Software Development Companies
17. Ms. P. Madhavi. Upeksha (189128K) (2019-2020)
Factors Affecting the Implementation of Scrum Risk Management Practices in Sri Lankan Software Industry
18. Ms. T.M. Sathsarani. Vithanage (189129A) (2019-2020)
Analysis of the impact of teleworking on the productivity of software engineers in Sri Lanka
MBA (Part-time) – Ongoing
19. (2019-2020) Effort estimation deviations in DevOps practices in software industry: H. Thennakoon(189126L)
20. (2019-2020) Identify challenges of third-party software integration: T. Jayasiri (189109M)
21. Ms. Dilanjani Hewavitharana (199112B) (2020 – 2021)
Impact of Work-Life Balance on Career Advancement of Female Employees in IT Offshore Industry in Sri Lanka
Data Science
Software Engineering
Bio-health informatics
Technology enhanced learning
Computer Vision
Education and Professional Affiliations
PhD, University of St Andrews ,2013 Software Engineering
Bachelors, University of Peradeniya ,2006
Masters, University of Moratuwa ,2008
Fellow – Higher Education Academy (HEA, UK) (2012 To date)
Senior Member IEEE(2012 To date)
MIET (Member of The Institution of Engineering and Technology) (2012 To date)
Chartered Engineer (CEng) (Engineering Council, UK) (2013 To date)
Member ACM (Association for Computing Machinery)(2019 To date)
Member of University General Council, University of St-Andrews, UK.(2013 To date)
Member of National Science Foundation, Sri Lanka (2005 To date)
Senior member, Hong Kong Chemical, Biological& Environmental Engineering Society (HKCBEES)(2018 To date)
The Computer Society of Sri Lanka (CSSL)(2022 To date)
Career
· Senior Lecturer, Dept. of Computer Science & Engineering, Faculty of Engineering, University of Moratuwa, Sri Lanka. Oct/2013– Dec/2019
· Lecturer, Dept. of Computer Science & Engineering, Faculty of Engineering, University of Moratuwa, Sri Lanka. Jan./2007– Oct/2013
· Scholar, ERASMUS MUNDAS MSc in Dependable Software Systems, National University of Ireland, Ireland, Feb/2013 – June/2013
· Scholar, ERASMUS MUNDAS MSc in Dependable Software Systems, University of St Andrews, UK. May/2014 – July/2014
· Contributed as a Subject Specialist in the New Computer Engineering Curriculum Development Team and the detailed course syllabi preparation of the Faculty of Engineering, University of Colombo, (8 modules) (2020 – 2021)
· Contributed as a Subject Specialist in the New Curriculum Development Team of the Faculty of Engineering, University of Sri Jayewardenepura (2015-2016)
· Course material writer, Faculty of Engineering Technology, The Open University of Sri Lanka. (2019-2020)
· Resource person and expert advisor for the learning guide on Information system for GIT examination in GCE (A/L), a project sponsored by LK Domain Registry to assist Sri Lankan A/L students
· Consultant appointed by the Higher Education for Twenty First Century (HETC) project of Ministry of Higher Education to review the Undergraduate Development Grants (UDG) at the University of Visual and Performing Arts. 2013-2014
· Content Management Developer (MMS and Moodle), University of St Andrews, (2010 - 2011)
· Lead project member – LakApps Localization Project: Involve with ICTA and partially funded by e-Society Development Initiative, Sri Lanka, (2007 – 2009)
· Designed and developed a Web Based Conference Management Software System for the University of Peradeniya Research Sessions (PURSE), (2006)
· Designed and developed an Online Data Processing System for the Dean’s Office of the Faculty of Science, University of Peradeniya, Sri Lanka, (2005)
· Designed and developed a Library Circulation Software System for the main library, University of Peradeniya, Sri Lanka, (2004)
· Designed and developed an Online Order Processing System for Scan Products Holding Co. Ltd., Sri Lanka, (2002)
Resource Person, ERASMUS MUNDUS M.Sc. in Dependable
Software Systems
- (Feb/2013 – June/2013) Summer School, ERASMUS MUNDAS MSc in Dependable Software Systems, National University of Ireland, Ireland
- (May/2014 – July/2014) Summer School, ERASMUS MUNDAS MSc in Dependable Software Systems, University of St Andrews, UK
- International Journal of Advances in Computer Science & Its Applications (IJACS), (2013-todate)
- Journal of International Education and Practice (JIEP), (2019)
- International Journal of Humanitarian Technology (IJHT), (2014-todate)
- International Journal of Computer Trends and Application (IJCTT), (2011-todate)
- 10th International Conference on Bioscience, Biochemistry and Bioinformatics (ICBBB), (2020)
- 4th International Conference on Algorithms, Computing and Systems (ICACS), (2020)
- 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (KDIR), (2020)
- International Conference on Communications and Broadband Networking (ICCBN), (2018-todate)
- International Conference on Software and Computer Applications (ICSCA), (2017-todate)
- International Conference on Internet of Things, Big Data and Security (IoTBDS), ( 2017-todate)
- International Conference on Advances in Computing, Control and Networking (ACCN), (2015-todate)
- International Conference on Advances in Computing, Communications and Informatics ICACCI, (2014-todate)
- International Symposium on Women in Computing and Informatics (WCI), (2014-todate)
- SICSA PhD conference, Edinburgh, SICSA PhD Conference, (2010)
Paper Reviewer at the following Journals/ Conferences
- Journal of Intelligent Systems (JIS, ISSN 2191-026X), (2019)
- International Journal of Advanced Computer Science and Applications (IJACSA, ISSN: 2158-107X), (2019)
- ISPRS International Journal of Geo-Information (IJGI), (2016-todate)
- IEEE Access Journal (ISSN: 2169-3536), 2018
- Journal of Software: Evolution and Process (ISSN:2047-7481), 2018, 2019
- Journal of Web Engineering (ISSN:1544-5976), 2019
- Science Publications: Journal of Computer Science (ISSN: 1552-6607), (2015- to date)
- Natural Product Research (NPR), 2019.
- Journal of Computer Application in Engineering Education (CAE, ISSN: 1099-0542), 2019
- Informatics in Medicine Unlocked (IMU, ISSN: 2352-9148 ) 2019.
- International Multidisciplinary Engineering Research Conference (MERCon), (2016-todate)
- International Symposium on Computer Vision and the Internet (VisionNet), (2014 – to date)
- International Conference of Eastern University (ICE)(2014)
- 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (KDIR), 2019
- International Research Conference of Uva Wellassa University (IRCUWU), (2019)
- International Conference on Future Network Systems and Security (FNSS 2016), 2016
- International Research Sessions, University of Peradeniya (iPURSE 2016).
- 5th International Conference On Advances in Computing, Electronics and Electrical Technology (CEET) (2015-2016)
- Recent and Emerging trends in Computer and Computational Sciences (RETCOMP'15), 2015
- International Conference on Computing and Network Communications CoCoNet’15, 2015
- International Conference on Computer Applications & Aided Diagnosis (ICCAAD), (2014, 2015)
- International Workshop on Image Analysis and Image Enhancement 2014 (IAIE'14), 2014
- 8th International Conference on Industrial and Information Systems (ICIIS 2013). (ICIIS 2013)
- CS&ES Conference of University of Moratuwa, Sri Lanka, (2009-2013).
-
Engineering Research Units (ERU) Symposium (ERU), University
of Moratuwa, Sri Lanka, (2009-2011).
Honours and Awards
Outstanding Research Performance Award (Received 2015)
Outstanding Research Performance Award (Received 2016)
Outstanding Research Performance Award (Received 2017)
Outstanding Research Performance Award (Received 2018)
Outstanding Research Performance Award (Received 2019)
Best paper award:
Research Project title: An Adapter Architecture for Heterogeneous Data Processing in Bioinformatics Pipelines
Conference: 2019 Moratuwa Engineering Research Conference (MERCon)
Category: Software Engineering Track
Authors: D. Lenadora, A. Wickramarachchi, D. Meedniya, V. Mallawaarachchi, I Perera
(Received 2019)
Best paper award:
Research Project title: A Rule-Based System for ADHD Identification using Eye Movement Data
Conference: 2019 Moratuwa Engineering Research Conference (MERCon)
Category: Biomedical Engineering and Instrumentation and Technology Management Track
Authors: S. De Silva, S. Dayarathna, G. Ariyarathne, D. Meedeniya, S. Jayarathna, A. M. P. Michalek, G. Jayawardena
(Received 2019)
Best paper award:
Research Project title: An Automatic Classifier for Exam Questions with WordNet and Cosine Similarity
Conference: 2016 2nd Moratuwa Engineering Research Conference (MERCon)
Category: Big data and software engineering track
Authors: K. Jayakodi, M. Bandara, D. Meedeniya (Received 2016)
Merit Award in the Tertiary (Technology) Category, National Best Quality ICT Awards – NBQSA 2016 (Taxi Master, Undergraduate student project supervision) (Received 2016)
University Award for Academic Excellence (Received 2006)
SICSA (Scottish Informatics and Computer Science Alliance) Prize Studentship (Received 2009)
President’s Guide Award (Received 1998)
Outstanding Research Performance Award (Received 2020)
Best paper award: Research Project title: Interactive and Adaptive Learning Content Authoring Framework for an M-Learning Toolkit Conference: 1st Conference on Online Teaching for Mobile Education (OT4ME!) Authors: S. Jayasiriwardene, D. Meedeniya (Received 2021)
Best paper award: Research Project title: Autism Spectrum Disorder Diagnosis Support Model Using InceptionV3 Conference: International Research Conference on Smart Computing and Systems Engineering (SCSE) Category: Smart Computing (SC) track Authors: L. Herath, D. Meedeniya, M.A.J.C Marasingha, V. Weerasinghe (Received 2021)
Outstanding Research Performance Award (Received 2021)
Publications*
S. Wickramanayake, S. Rasnayaka, M. Gamage, D. Meedeniya, I. Perera,".Chapter One - Explainable artificial intelligence for enhanced living environments: A study on user perspective.",Elsevier,2024
D. Meedeniya,".Deep Learning: A Beginners' Guide.",CRC Press LLC,2023
D. A. Meedeniya, I. Mahakalanda, D. S. Lenadora, I. Perera, S. G. S Hewawalpita, C. Abeysinghe, S. R. Nayak,".Prediction of Paddy Cultivation using Deep Learning on Land Cover Variation for Sustainable Agriculture.",In: R.C. Poonia, V. Singh, and S.R. Nayak, (Eds.) in. Deep Learning for Sustainable Agriculture. Elsevier, Academic Press,2022
I . Mahakalanda, P. Demotte, I. Perera, D. Meedeniya, W. Wijesuriya, L. Rodrigo,".Deep learning-based prediction for stand age and land utilization of rubber plantation.",M. A. Khan, R. Khan, M. A. Ansari (Eds.),in: Application of Machine Learning in Smart Agriculture, Ch. 6. Elsevier, Academic Press,2022
S. de Silva, S. Dayarathna, & D. Meedeniya,".Alzheimer’s Disease Diagnosis using Functional and Structural Neuroimaging Modalities.",Wadhera, T., & Kakkar, D. (Eds), in Enabling Technology for Neurodevelopmental Disorders from Diagnosis to Rehabilitation, Ch. 11, Taylor & Francis CRS Press,2022
C. Abeysinghe, I. Perera, D. A. Meedeniya,".Capsule Networks for Character Recognition in Low Resource Languages.",M. Malarvel, S. R. Nayak, P. K Pattnaik, S. N. Panda, (Eds.),in: Machine Vision Inspection Systems, Volume 2. Machine Learning Based Approaches, John Wiley & Sons Inc,2021
D. Hewavitharana, D. Meedeniya,".Impact of Work-Life Balance on Career Advancement of Female Employees.",LAP Lambert Academic Publishing, Republic of Moldova,,2021
T. Jayasiri, D. Meedeniya,".Software Test Governance Best Practices: Impact Factors and Recommendations for IT industry, 1st Edition.",LAP Lambert Academic Publishing, Republic of Moldova,,2021
D.A. Meedeniya, J. A. A. M Jayanetti, M. D. N. Dilini, M. H. Wickramapala, J. H. Madushanka,".An Adaptive Approach for Land-Use Classification.",in Machine Vision Inspection Systems: Image Processing, Concepts, Methodologies and Applications, M. Malarvel, S. R. Nayak, S. N. Panda, P. K Pattnaik, N. Muangnak (Eds. ), John Wiley & Sons Inc, New York, United States,2020
D.A. Meedeniya, I. D. Rubasinghe, G. I. U. S. Perera,".Artefact Consistency Management in DevOps Practice: A Survey.",V. Pendyala (Eds)., in Tools and Techniques for Software Development in Large Organizations, Chapter 4, (pp. 98-129). Hershey, PA: IGI Global,2020
I. D. Rubasinghe, D.A. Meedeniya, G. I. U. S. Perera,".Tool Support for Software Artefact Traceability in DevOps Practice: SAT-Analyser.",V. Pendyala (Eds)., Tools and Techniques for Software Development in Large Organizations, Chapter 5, (pp. 130-167). Hershey, PA: IGI Global,2020
I.D. Rubasinghe, D.A. Meedeniya,".Automated Neuroscience Decision Support Framework.",B. Agarwal (Eds), in Deep Learning Techniques for Biomedical and Health Informatics, Chapter 13, pp. 305-326, Elsevier, Academic Press,2020
D.A. Meedeniya, I.D. Rubasinghe,".A Review of Supportive Computational Approaches for Neurological Disorder Identification.",T. Wadhera, D. Kakkar, (Eds.), Interdisciplinary Approaches to Altering Neurodevelopmental Disorders, Chapter 16, pp. 271-302, IGI Global,2020
D. Meedeniya,".Software Design and Development.",The Open University of Sri Lanka,2019
I. Perera, D.A. Meedeniya,".Enabling SMEs to Use Cloud Computing Services - An Exploratory Study on Enterprises Strategy Alterations.",V. Tewari, (Ed) in Information Technology in Management, INREWI, 71-92,2012
N. Gnanavel, P. Inparaj, N. Sritharan, D. Meedeniya and P. Yogarajah,".Interpretable Cervical Cell Classification: A Comparative Analysis.",4th International Conference on Advanced Research in Computing (ICARC),Belihuloya, Sri Lanka,2024,7-12
P. Ranasinghe, T. Paranayapa, D. Ranmal and D. Meedeniya,".Hardware-aware Neural Architecture Search for Sound Classification in Constrained Environments.",International Research Conference on Smart Computing and Systems Engineering (SCSE),Colombo, Sri Lanka,2024,1-6
T. Wanasinghe, S. Bandara, S. Madusanka, D. Meedeniya and M. Bandara,".CNN-based Optimization for Lung Sound Classification with Mobile Accessibility.",International Research Conference on Smart Computing and Systems Engineering (SCSE),Colombo, Sri Lanka,2024,1-6
N. Sritharan, N. Gnanavel, P. Inparaj, D. Meedeniya and P. Yogarajah,".EnsembleCAM: Unified Visualization for Explainable Cervical Cancer Identification.",International Research Conference on Smart Computing and Systems Engineering (SCSE),Colombo, Sri Lanka,2024,1-6
D. Pathirage, D. De Silva, S. Wickramanayake, D. Meedeniya, S. Rasnayaka,".TEZARNet: TEmporal Zero-Shot Activity Recognition Network.",30th International Conference on Neural Information Processing (ICONIP),Changsha, China,2023,444-455
W. Nimalsiri, M. Hennayake, K. Rathnayake, T. D. Ambegoda and D. Meedeniya,".Automated Radiology Report Generation Using Transformers.", Proceedings of the 3rd International Conference on Advanced Research in Computing (ICARC),Belihuloya, Sri Lanka,2023,90-95
D. Senarath, S. Tharinda, M. Vishvajith, S. Rasnayaka, S. Wickramanayake and D. Meedeniya,".Re-evaluating Keystroke Dynamics for Continuous Authentication.",Proceedings of the 3rd International Conference on Advanced Research in Computing (ICARC),Belihuloya, Sri Lanka,2023,202-207
L. Gamage, U. Isuranga, S. De Silva and D. Meedeniya,".Melanoma Skin Cancer Classification with Explainability.",Proceedings of the 3rd International Conference on Advanced Research in Computing (ICARC),Belihuloya, Sri Lanka,2023,30-35
D. Senarath, S. Tharinda, M. Vishvajith, S. Rasnayaka, S. Wickramanayake and D. Meedeniya,".BehaveFormer: A Framework with Spatio-Temporal Dual Attention Transformers for IMU-enhanced Keystroke Dynamics.",IEEE International Joint Conference on Biometrics (IJCB),Ljubljana, Slovenia,2023,1-9
S. R. Dash, S. Roy, J. R. Mohanty, D. Meedeniya, M. R. Mishra,".Machine Learning Approach to Analyze Breast Cancer.",10th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA),Mizoram, India,2023,387–394
W. Nimalsiri, M. Hennayake, K. Rathnayake, T. D. Ambegoda and D. Meedeniya,".CXLSeg Dataset: Chest X-ray with Lung Segmentation.",International Conference On Cyber Management And Engineering (CyMaEn),Bangkok, Thailand,2023,327-331
L. Herath, D. Meedeniya, M. A. J. C. Marasingha and V. Weerasinghe,".Optimize Transfer Learning for Autism Spectrum Disorder Classification with neuroimaging: A Comparative Study.",2nd International Conference on Advanced Research in Computing (ICARC),Belihuloya, Sri Lanka,2022,171-176
C. Fernando, S. Kolonne, H. Kumarasinghe and D. Meedeniya,".Chest Radiographs Classification Using Multi-model Deep Learning: A Comparative Study.",2nd International Conference on Advanced Research in Computing (ICARC),Belihuloya, Sri Lanka,2022,165-170
T. Shyamalee, D. Meedeniya,".CNN Based Fundus Images Classification For Glaucoma Identification.",2nd International Conference on Advanced Research in Computing (ICARC),Belihuloya, Sri Lanka,2022,200-205
S. Dasanayaka, V. Shantha, S. Silva,D. Meedeniya, T. Ambegoda, ,".Interpretable Machine Learning for Brain Tumor Analysis Using MRI.",2nd International Conference on Advanced Research in Computing (ICARC),Belihuloya, Sri Lanka,2022,212-217
P. Pathirana, S. Senarath, D. Meedeniya, S. Jayarathna,".Single-User 2D Gaze Estimation in Retail Environment Using Deep Learning.",2nd International Conference on Advanced Research in Computing (ICARC),Belihuloya, Sri Lanka,2022,206-211
T. Shyamalee, D. Meedeniya,".Attention U-Net for Glaucoma Identification Using Fundus Image Segmentation.",3th International Conference on Decision Aid Sciences and Applications (DASA),Chiang Rai, Thailand,2022,6-10
S. Senarath, P. Pathirana,D. Meedeniya, S. Jayarathna,".Retail Gaze: A Dataset for Gaze Estimation in Retail Environments.",3th International Conference on Decision Aid Sciences and Applications (DASA),Chiang Rai, Thailand,2022,1040-1044
T. A. I. Thotawaththa, Y. T. Gamage, D. Gamlath, W. Chee and D. Meedeniya,,".Automated Categorization of Privacy Policies Based on User Perspective.",In Proceedings of the 10th International Conference on Information and Automation for Sustainability (ICIAfS),Negombo, Sri Lanka,2021,54-59
S. Jayasiriwardene, D. Meedeniya,".Architectural Framework for an Interactive Learning Toolkit.",International Research Conference on Smart Computing and Systems Engineering (SCSE),Kelaniya, Sri Lanka,2021,14-21
L. Herath, D. Meedeniya, M.A.J.C Marasingha, V. Weerasinghe,".Autism Spectrum Disorder Diagnosis Support Model Using InceptionV3.",International Research Conference on Smart Computing and Systems Engineering (SCSE),Kelaniya, Sri Lanka,2021,1-7
D. A. Meedeniya, T. M. H. Thennakoon,".Impact Factors and Best Practices to Improve Effort Estimation Strategies and Practices in DevOps.",In Proceedings of the 11th International Conference on Information Communication Management (ICICM 2021),Tokyo, Japan,2021,11–17
S. Jayasiriwardene, D. Meedeniya,".Interactive and Adaptive Learning Content Authoring Framework for an M-Learning Toolkit.",1st Conference on Online Teaching for Mobile Education (OT4ME!),Alcalá de Henares, Spain,2021,153-160
S. Kolonne, C. Fernando, H. Kumarasinghe and D. Meedeniya,".MobileNetV2 Based Chest X-Rays Classification.",2nd International Conference on Decision Aid Sciences and Application (DASA),Sakheer, Bahrain ,2021,57-61
N. Wijethilake, M. Islam, D. Meedeniya, C. Chitraranjan, I. Perera and H. Ren,".Radiogenomics of Glioblastoma: Identification of Radiomics associated with Molecular Subtypes.",2nd MICCAI workshop on Radiomics and Radiogenomics in Neuro-oncology using AI, Springer, LNCS,Springer, Cham, . https://doi.org/10.1007/978-3-030-66843-3_22,2020,229-239
N. Wijethilake, D. Meedeniya, C. Chitraranjan, I. Perera,".Survival prediction and risk estimation of Glioma patients using mRNA expressions.",20th IEEE Conference on Bioinformatics and Bioengineering (BIBE), IEEE explorer,USA,2020,
H. Padmasiri, R. Madurawe, C. Abeysinghe, D. Meedeniya,".Automated Vehicle Parking Occupancy Detection in Real-Time.",Moratuwa Engineering Research Conference (MERCon),Sri Lanka,2020,644-649
G. Ariyarathne, S. De Silva, S. Dayarathna, D. Meedeniya, S. Jayarathna ,".ADHD Identification using Convolutional Neural Network with Seed-based Approach for fMRI Data .",9th International Conference on Software and Computer Applications, https://doi.org/10.1145/3384544.3384552 ,Malaysia,2020,pp. 31-35.
O. G. Samarasinghe, J. A. C. G. Jathunarachchi, H. M. D. Jeewanthi, D.A. Meedeniya, S. Rajapaksa,".Rule-Based Recommendation System for Phylogenetic Inference.", Moratuwa Engineering Research Conference (MERCon), IEEE explorer, DOI = http://dx.doi.org/10.1109/MERCon.2019.8818878,Sri Lanka,2019,pp. 704-709
D. Haputhanthri, G. Brihadiswaran, S. Gunathilaka, D. Meedeniya, S. Jayarathna, M. Jaime, Y. Jayawardena,".An EEG based Channel Optimized Classification Approach for Autism Spectrum Disorder.",Moratuwa Engineering Research Conference (MERCon), IEEE explorer, DOI = http://dx.doi.org/10.1109/MERCon.2019.8818814,Sri Lanka,2019,pp. 123-128
S. De Silva, S. Dayarathna, G. Ariyarathne, D. Meedeniya, S. Jayarathna, A. M. P. Michalek, G. Jayawardena ,".A Rule-Based System for ADHD Identification using Eye Movement Data.",Moratuwa Engineering Research Conference (MERCon), IEEE explorer, DOI = http://dx.doi.org/10.1109/MERCon.2019.8818865,Sri Lanka,2019,pp. 538-543
D. Lenadora, A. Wickramarachchi, D. Meedniya, V. Mallawaarachchi, I Perera,".An Adapter Architecture for Heterogeneous Data Processing in Bioinformatics Pipelines.",Moratuwa Engineering Research Conference (MERCon), IEEE explorer, Sri Lanka. DOI = http://dx.doi.org/10.1109/MERCon.2019.8818781,Sri Lanka,2019,pp. 692-697
N. Rathnayake, D. Meedeniya, I. Perera, A. Welivita,".A Framework for Adaptive User Interface Generation based on User Behavioural Patterns.",Moratuwa Engineering Research Conference (MERCon), IEEE explorer, DOI = http://dx.doi.org/10.1109/MERCon.2019.8818825,Sri Lanka,2019,pp. 698-703
S. Rajapaksa, A. Wickramarachchi, V. Mallawaarachchi, W. Rasanjana, I. Perera and D. Meedeniya,".A Scalable Bioinformatics Analysis Platform based on Microservices Architecture.",International Research Conference on Smart Computing and Systems Engineering (SCSE), IEEE Explore. DOI: https://doi.org/10.23919/SCSE.2019.8842809.,Sri Lanka,2019,pp. 70-77
W. Rasanjana, S. Rajapaksa, I. Perera and D. Meedeniya,".A SVM Model for Candidate Y-chromosome Gene Discovery in Prostate Cancer.",11th International Conference on Bioinformatics and Computational Biology (BICOB 2019), https://doi.org/10.29007/3nzw.,Hawaii, USA. ,2019,pp. 129-138
S. Rajapaksa, W. Rasanjana, I. Perera, D. Meedeniya,".GPU Accelerated Maximum Likelihood Analysis for Phylogenetic Inference.",8th International Conference on Software and Computer Applications (ICSCA), ACM. DOI: https://doi.org/10.1145/3316615.3316630,Malaysia,2019,pp. 6-10
S. Rajapaksa, W. Rasanjana, I. Perera, D. Meedeniya,".GPU Accelerated Maximum Likelihood Analysis for Phylogenetic Inference.",8th International Conference on Software and Computer Applications (ICSCA), ACM. DOI: https://doi.org/10.1145/3316615.3316630,Malaysia,2019,pp. 6-10
D. A. Meedeniya, S. A. P. A. Rukshan, A. Welivita,".An Interactive Gameplay to Crowdsource Multiple Sequence Alignment of Genome Sequences: Genenigma.",9th International Conference on Bioscience, Biochemistry and Bioinformatics (ICBBB), ACM, DOI: https://doi.org/10.1145/3314367.3314374,Singapore,2019,pp. 28-35
A. Wickramarachchi, V. Mallawaarachchi, D. Meedeniya, I. Perera, A. Waliwita ,".Enhanced Student Learning in Proteomics - An Interactive Tool Support for Teaching Workflows.",7th IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE), IEEE explorer, DOI: https://doi.org/10.1109/TALE.2018.8615134,NSW, Australia, ,2018,pp. 228-235
D. Rathnayake, A. Wickramarachchi, V. Mallawaarachchi, D. Meedeniya, I. Perera,".A Realtime Monitoring Platform for Workflow Subroutines.",18th International Conference on Advances in ICT for Emerging Regions (ICTer), IEEE explorer, DOI: https://doi.org/10.1109/ICTER.2018.8615557.,Sri Lanka,2018,pp. 41-47
G. Gamage, I. Sudasingha, I. Perera, D. Meedeniya,".Reinstating Dlib Correlation Human Trackers Under Occlusions in Human Detection based Tracking.",18th International Conference on Advances in ICT for Emerging Regions (ICTer), IEEE explorer, DOI: https://doi.org/10.1109/ICTER.2018.8615551,Sri Lanka,2018,pp. 92-98
S. Prasadi, V. Mallawaarachchi, A. Wickramarachchi, I. Perera, D. Meedeniya,".Efficient Scheduling for Scalable Bioinformatics Analysis Platform with Microservices.",18th International Conference on Advances in ICT for Emerging Regions (ICTer), IEEE explorer, DOI: https://doi.org/10.1109/ICTER.2018.8615599,Sri Lanka,2018,pp. 400-406
I. Rubasinghe, D. Meedeniya, I. Perera,".Traceability Management with Impact Analysis in DevOps based Software Development.",7th international conference on advances in computing, communications and informatics (ICACCI), IEEE explorer, DOI: https://doi.org/10.1109/ICACCI.2018.8554399,India,2018,pp. 1956-1962
V. Mallawaarachchi, A. Wickramarachchi, A. Welivita, I. Perera, and D. Meedeniya,".Efficient Bioinformatics Computations through GPU Accelerated Web Services.",2nd International Conference on Algorithms, Computing and Systems (ICACS), ACM, DOI: https://doi.org/10.1145/3242840.3242848,China,2018,pp. 94-98
Y. Nilan, D. Sellahewa, S. Fernando, L. Gamage and D. Meedeniya,".A Clinical Decision Support System with Identification of Drug Conflicts .",International Multidisciplinary Engineering Research Conference (MERCon), IEEE explorer. DOI: 10.1109/MERCon.2018.8422005,Sri Lanka,2018,pp. 126-131
I. D. Rubasinghe, D. A. Meedeniya, G. I. U. S. Perera,".Automated Inter-artefact Traceability Establishment for DevOps Practice.",17th IEEE/ACIS International Conference on Computer and Information Science (ICIS, IEEE explorer. DOI 10.1109/ICIS.2018.8466414,Singapore,2018,pp. 211-216
I. D. Rubasinghe, D. A. Meedeniya, G. I. U. S. Perera,".Software Artefact Traceability Analyser: A Case-Study on POS System.",6th International Conference on Communications and Broadband Networking (ICCBN), ACM, DOI: https://doi.org/10.1145/3193092.3193094 ,Singapore,2018,pp. 1-5
L. B. Meegahapola, R. Alwis, E. Nimalarathna, V. Mallawaarachchi, D. Meedeniya and S. Jayarathna,".Random Forest Classifier based Scheduler Optimization for Search Engine Web Crawlers.",7th International Conference on Software and Computer Applications (ICSCA), ACM, DOI: https://doi.org/10.1145/3185089.3185103 ,Malaysia,2018,pp. 285-289
W. A. D. Kanchana, G. D. L. Madushanka, H. P. Maduranga, M. D. M. Udayanga, D. A. Meedeniya and I. Perera,".Semi-automated recommendation platform for data visualization: Roopana.",Moratuwa Engineering Research Conference (MERCon), DOI: http://dx.doi.org/10.1109/MERCon.2017.7980467 ,Sri Lanka,2017,pp. 117-122
L. B. Meegahapola, P. K. D. R. M. Alwis, L. B. E. H. Nimalarathna, V. G. Mallawaarachchi, D. A. Meedeniya and S. Jayarathna,".Change detection optimization in frequently changing web pages.",Moratuwa Engineering Research Conference (MERCon), Moratuwa, Sri Lanka, 2017, DOI: http://dx.doi.org/10.1109/MERCon.2017.7980466 ,Sri Lanka,2017,pp. 111-116
J. A. A. M Jayanetti, D. A. Meedeniya, M. D. N. Dilini, M. H. Wickramapala, J. H. Madushanka,".Enhanced land cover and land use information generation from satellite imagery and foursquare data.",6th International Conference on Software and Computer Applications(ICSCA), , ACM, DOI: http://dx.doi.org/10.1145/3056662.3056681 ,Thailand,2017,pp. 149-153
M. Y. Nilan, D. D. Sellahewa, A. S. R. Fernando, L. C. J. Gamage, and D. A Meedeniya ,".Analysis of Conflicts between Medication, Adverse Drug Reactions and Diseases.",12th International Conference on Industrial and Information Systems (ICIIS), IEEE Xplore, DOI: 10.1109/ICIINFS.2017.8300339,Sri Lanka,2017,pp. 1-6
A. Welivita, I. Perera, D. Meedeniya,".An Interactive Workflow Generator to Support Bioinformatics Analysis through GPU Acceleration.",International Conference on Bioinformatics and Biomedicine (BIBM), IEEE Xplore, DOI: 10.1109/BIBM.2017.8217691 ,Kansas City, MO, USA,2017,pp. 457-462
I. D. Rubasinghe, D. A. Meedeniya and I. Perera,".Towards Traceability Management in Continuous Integration with SAT-Analyzer.",3rd International Conference on Communication and Information Processing (ICCIP), ACM, DOI: https://doi.org/10.1145/3162957.3162985 ,Tokyo, Japan,2017,pp. 77-81
L. Meegahapola, R. Alwis, E. Heshan, V. Mallawaarachchi, D. Meedeniya and S. Jayarathna,".Adaptive technique for web page change detection using multi-threaded crawlers.",7th International Conference on Innovative Computing Technology (INTECH), IEEE Xplore, DOI: 10.1109/INTECH.2017.8102430 ,Luton, UK,2017,pp. 120-125
L. Meegahapola, R. Alwis, E. Nimalarathna, V. Mallawaarachchi, D. Meedeniya, S. Jayarathna,".Optimizing Change Detection in Distributed Digital Collections: An Architectural Perspective of Change Detection.",18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2017), IEEE Computer Society, Springer, Doi: 10.1109/SNPD.2017.8022733 ,Japan,2017,pp. 277-282
L. Meegahapola, R. Alwis, E. Nimalarathna, V. Mallawaarachchi, D. Meedeniya, S. Jayarathna,".Detection of Change Frequency in Web Pages to Optimize Server-based Scheduling.",International Conference on Advances in ICT for Emerging Regions (ICTer), IEEE explorer, http://dx.doi.org/10.1109/ICTER.2017.8257791,Sri Lanka,2017,pp.165-172
S. Palihawadana, C. H. Wijeweera, M. G. T. N. Sanjitha, V. K. Liyanage, I. Perera and D. A. Meedeniya,".Tool support for traceability management of software artefacts with DevOps practices.",Moratuwa Engineering Research Conference (MERCon), Moratuwa, IEEE, DOI: http://dx.doi.org/10.1109/MERCon.2017.7980469 ,Sri Lanka,2017,pp. 129-134.
W. A. D. Kanchana, G. D. L. Madushanka, H. P. Maduranga, M. D. M. Udayanga, D. A. Meedeniya, G. I. U. S. Perera,".Context Aware Recommendation for Data Visualization.",2nd International Conference on Communication and Information Processing (ICCIP), ACM, DOI: https://doi.org/10.1145/3018009.3018027 ,Singapore,2016,pp. 22-26
A. Garusinghe, I.Perera, D. Meedeniya,".Managing Service Level Agreements in Service Oriented Product Lines.",International Conference on Advances in ICT for Emerging Regions (ICTer), IEEE explorer, DOI: http://dx.doi.org/10.1109/ICTER.2016.7829931,Sri Lanka,2016,pp.274 - 280
K. Jayakodi, M. Bandara, D. Meedeniya,".An Automatic Classifier for Exam Questions with WordNet and Cosine Similarity.",Moratuwa Engineering Research Conference (MERCon), IEEE explorer, DOI: http://dx.doi.org/10.3991/ijet.v11i04.5654 (Best Paper Award) ,Sri Lanka,2016,pp. 12-17
C. Athukorala, I. Perera,".The Impact of Transformational and Transactional Leadership Styles on Knowledge Creation in Sri Lankan Software Industry.",Moratuwa Engineering Research Conference (MERCon2016), http://dx.doi.org/10.1109/MERCon.2016.7480159,Sri Lanka,2016,309 - 314
A. Arunthavanathan, S. Shanmugathasan, S. Ratnavel, V. Thiyagarajah, I. Perera, D. Meedeniya, D. Balasubramaniam,".Support for Traceability Management of Software Artefacts using Natural Language Processing.",Moratuwa Engineering Research Conference (MERCon2016), IEEE explorer, DOI: 10.1109/MERCon.2016.7480109 ,Sri Lanka,2016,pp. 18-23
D. Meedeniya, I. Perera, J. Bowles,".Transformation and Composition of Software Design Models for Model Driven Development.",IEEE 10th International Conference on Industrial and Information Systems (ICIIS), DOI: https://doi.org/10.1109/ICIINFS.2015.7398981 ,Sri Lanka,2015,pp. 31-36
K. Kamalabalan, T. Uruththirakodeeswaran, G.Thiyagalingam, D.B. Wijesinghe, I.Perera,".Tool Support for Traceability of Software Artefacts.",MERCON , IEEE explorer, DOI: https://doi.org/10.1109/MERCon.2015.7112366 ,Sri Lanka,2015,318-323
I. Perera, D. Meedeniya, M. Bandara,".A traceability management framework for artefacts in self-adaptive systems.",IEEE 10th International Conference on Industrial and Information Systems (ICIIS), DOI: http://dx.doi.org/10.1109/ICIINFS.2015.7398982,Sri Lanka,2015,37-42
D.B. Wijesinghe, K. Kamalabalan, T. Uruththirakodeeswaran, G.Thiyagalingam, I.Perera, D. Meedeniya,".Establishing Traceability Links among Software Artefacts.",International Conference on Advances in ICT for Emerging Regions (ICTer), IEEE explorer, DOI: https://doi.org/10.1109/ICTER.2014.7083879 ,Sri Lanka,2014,pp. 55-62
D. Meedeniya, J. Bowles, I. Perera,".SD2CPN: A Model Transformation Tool for Software Design Models.",International Computer Science and Engineering Conference: (ICSEC), IEEE Explorer, DOI: https://doi.org/10.1109/ICSEC.2014.6978222 ,Thailand,2014,pp. 461-466
D. A. Meedeniya, I. Perera,".Model Based Software Design: Tool Support for Scripting in Immersive Environments.",8th IEEE International Conference on Industrial and Information Systems (ICIIS'13), DOI: https://doi.org/10.1109/ICIInfS.2013.6731990 ,Sri Lanka,2013,pp.248-253
I. Perera, D. Meedeniya, I. Benerjee, J. Choudhury,".Educating Users for Disaster Management: An Exploratory Study on Using Immersive Training for Disaster Management.",IEEE International Conference on MOOC, Innovation and Technology in Education (MITE), DOI: https://doi.org/10.1109/MITE.2013.6756343 ,India,2013,pp. 245-250
J. Bowles, D.Meedeniya,".Parametric Transformations for Flexible Analysis.",19th Asia Pacific Software Engineering Conference (APSEC), IEEE, DOI: https://doi.org/10.1109/APSEC.2012.61 ,Hong Kong,2012,pp 634-643
J. Bowles, D. Meedeniya,".Formal Transformation from Sequence Diagrams to Coloured Petri Nets.",17th Asia Pacific Software Engineering Conference (APSEC), IEEE. DOI: https://doi.org/10.1109/APSEC.2010.33 ,Sydney, Australia,2010,pp 216 - 225
D.A. Meedeniya, A.S. Perera,".Evaluation of Partition-Based Text Clustering Techniques to Categorize Indic Language Documents.",International Advance Computing Conference (IACC), IEEE. DOI: https://doi.org/10.1109/IADCC.2009.4809239 ,India,2009,pp. 1497-1500
D.A. Meedeniya, A.S. Perera,".An Adaptive Technique to Categorize Indic Language Documents.",International Conference on Advanced Computing Technologies (ICACT), and S. V. Raju, Ed. BS Publications, 2009, ISBN: 7695-2938. ,India,2008,
D.A. Meedeniya, A.S. Perera,".A Comparative Study on Data Representation to Categorize Text Documents.",20th International Conference on Software Engineering and Knowledge Engineering (SEKE), ISBN: 1891706225, https://www.tib.eu/en/search/id/BLCP:CN069803763/A-Comparative-Study-on-Data-Representation-to-Categorize?cHash=984e6da0d82f08bffb44ee4eaad2d58c,USA,2008,pp.371-374
D.A. Meedeniya,, D.A.A.C. Rathnaweera,".Enhanced Face Recognition through Variation of Principal Component Analysis (PCA).",2nd International Conference on Industrial and Information (ICIIS), IEEE, DOI: https://doi.org/10.1109/ICIINFS.2007.4579200 ,Sri Lanka,2007,pp. 347-352
D.A. Meedeniya,, D.A.A.C. Rathnaweera,".Face Recognition using a variation of principle component analysis technique.",Proceedings of the University of Peradeniya Research Session,Sri Lanka,2006,
T. Shyamalee, D. Meedeniya, G. Lim and M. Karunarathne,".Automated Tool Support for Glaucoma Identification with Explainability Using Fundus Images.",IEEE Access,12, https://doi.org/10.1109/ACCESS.2024.3359698,2024
T. Wanasinghe, S. Bandara, S. Madusanka, D. Meedeniya, M. Bandara and I. d. l. T. DÃÂez, ,".Lung Sound Classification with Multi-Feature Integration Utilizing Lightweight CNN Model.",IEEE Access,12, https://doi.org/10.1109/ACCESS.2024.3361943,2024
L. Gamage, U. Isuranga, D. Meedeniya, S. De Silva, and P. Yogarajah,".Melanoma Skin Cancer Identification with Explainability Utilizing Mask Guided Technique.",Electronics,13 (4), https://doi.org/10.3390/electronics13040680,2024
L. Herath, D. Meedeniya, J. Marasinghe, V. Weerasinghe, T. Tan,".Autism spectrum disorder identification using multi-model deep ensemble classifier with transfer learning.",Expert Systems,https://doi.org/10.1111/exsy.13623,2024
D. Ranmal, P. Ranasinghe, T. Paranayapa, D. Meedeniya, C. Perera,".ESC-NAS: Environment Sound Classification Using Hardware-Aware Neural Architecture Search for the Edge.",Sensors,24 (12), https://doi.org/10.3390/s24123749,2024
T. Wanasinghe, S. Bandara, Supun Madusanka, Dulani Meedeniya, Meelan Bandara, Isabel De La Torre DÃÂez,".Lung Sound Classification for Respiratory Disease Identification Using Deep Learning: A Survey, .",International Journal of Online and Biomedical Engineering (iJOE),20 (10), https://doi.org/10.3991/ijoe.v20i10.49585,2024
Kim-Ngan Nguyen, Sanka Rasnayaka, Sandareka Wickramanayake, Dulani Meedeniya, Sanjay Saha, Terence Sim,".Spatio-Temporal Dual-Attention Transformer for Time-Series Behavioral Biometrics.",EEE Transactions on Biometrics, Behavior, and Identity Science (TBIOM),https://doi.org/10.1109/TBIOM.2024.3394875,2024
D. Meedeniya, S. De Silva, L. Gamage, U. Isuranga,".Skin cancer identification utilizing deep learning: A survey.",IET Image Processing,18 (13),2024
S. Jayasiriwardene, D. Meedeniya,".An Adaptive and Interactive Learning Toolkit (iLearn).",Software Impacts,15, https://doi.org/10.1016/j.simpa.2023.100471 , https://www.sciencedirect.com/science/article/pii/S2665963823000088,2023
M. Bandara, R. Jayasundara, I. Ariyarathne, D. Meedeniya, C. Perera,,".Forest Sound Classification Dataset: FSC22.",Sensors,23 (4:2032), https://doi.org/10.3390/s23042032,2023
N. Alhirabi, S. Beaumont, J. T. Llanos, D. Meedeniya, O. Rana, C. Perera,,".PARROT: Interactive Privacy-Aware Internet of Things Application Design Tool.",Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies,7 (1): https://doi.org/10.1145/3580880,2023
D. Meedeniya, I. Ariyarathne, M. Bandara, R. Jayasundara, C. Perera,".A Survey on Deep Learning-based Forest Environment Sound Classification at the Edge.",ACM Computing Surveys,56 (3), https://doi.org/10.1145/3618104,2023
P. Pathirana, S. Senarath, D. Meedeniya, S. Jayarathna,".Eye Gaze Estimation: A Survey on Deep Learning-Based Approaches.",Expert Systems with Applications,vol. 19 , no. 116894, DOI: https://doi.org/10.1016/j.eswa.2022.116894,2022
K. A. S. H. Kumarasinghe, S. L. Kolonne, K. C. M. Fernando, D. Meedeniya,".U-Net Based Chest X-ray Segmentation with Ensemble Classification for Covid-19 and Pneumonia.",International Journal of Online and Biomedical Engineering (iJOE),18 (7), DOI: https://doi.org/10.3991/ijoe.v18i07.30807,2022
S. Senarath, P. Pathirana, D. Meedeniya and S. Jayarathna,".Customer Gaze Estimation in Retail Using Deep Learning.",IEEE Access,10, DOI: https://doi.org/10.1109/ACCESS.2022.3183357,2022
S. Dasanayaka, V. Shantha, S. Anupa Silva, D. Meedeniya and T. Ambegoda,".Interpretable Machine Learning for Brain Tumour Analysis using MRI and Whole Slide Images.",Software Impacts,13, https://doi.org/10.1016/j.simpa.2022.100340,2022
D. Meedeniya, H. Kumarasinghe, S. Kolonne, C. Fernando, I. De la Torre DÃez, G. Marques,".Chest X-ray Analysis Empowered with Deep Learning: A Systematic Review.",Applied Soft Computing,126, https://doi.org/10.1016/j.asoc.2022.109319,2022
T. Shyamalee and D. Meedeniya,".Glaucoma Detection with Retinal Fundus Images Using Segmentation and Classification.",Machine Intelligence Research,19 (6) http://doi.org/10.1007/s11633-022-1354-z,2022
H. Padmasiri, J. Shashirangana, D. Meedeniya, O. Rana, C. Perera,".Automated License Plate Recognition for Resource-Constrained Environments.",Sensors,22, (4:1434) DOI: https://doi.org/10.3390/s22041434,2022
S. De Silva, S. Dayarathna, G. Ariyarathne, D. Meedeniya, S. Jayarathna, A. M. P. Michalek,".Computational Decision Support System for ADHD Identification.",Journal of Automation and Computing (IJAC),18(2), https://doi.org/10.1007/s11633-020-1252-1 ,2021
J. Shashirangana, H. Padmasiri, D. Meedeniya and C. Perera,".Automated License Plate Recognition: A Survey on Methods and Techniques.", IEEE Access,Vol. 9, https://doi.org/10.1109/ACCESS.2020.3047929,2021
N. Wijethilake, D. Meedeniya, C. Chitraranjan, I. Perera, M. Islam and H. Ren,".Glioma Survival Analysis Empowered with Data Engineering - A Survey.",IEEE Access ,9, https://doi.org/10.1109/ACCESS.2021.3065965,2021
J. Shashirangana, H. Padmasiri, D. Meedeniya, C. Perera, S. R. Nayak, J. Nayak, S. Vimal, S. Kadry,".License Plate Recognition Using Neural Architecture Search for Edge Devices.",International Journal of Intelligent Systems, ,36, DOI: https://doi.org/10.1002/int.22471 ,2021
S. De Silva, S. Dayarathna, G. Ariyarathne, D. Meedeniya, S. Jayarathna,".fMRI Feature Extraction Model for ADHD Classification Using Convolutional Neural Network.",International Journal of E-Health and Medical Communications (IJEHMC), ,12:1 (6), https://doi.org/10.4018/IJEHMC.2021010106,2021
P. Demotte, K. Wijegunarathna, D. Meedeniya, I. Perera,".Enhanced Sentiment Extraction Architecture for Social Media Content Analysis Using Capsule Networks.",Multimedia tools and applications,1209: Recent Advances on Social Media Analytics and Multimedia Systems: Issues and Challenges, DOI: https://doi.org/10.1007/s11042-021-11471-1 ,2021
I. Rubasinghe, D. Meedeniya, I. Perera,".SAT-Analyser Traceability Management Tool Support for DevOps.",Journal of Information Processing Systems (JIPS),17 (5) DOI: https://doi.org/10.3745/JIPS.04.0225,2021
G. Gamage, I. Perera, D. Meedeniya, Anuradha Welivita,".A Crowdsourced Gameplay for Whole-Genome Assembly via Short Reads.",International Journal of Online and Biomedical Engineering (iJOE), ,Vol. 16, No.8,2020
D. Haputhanthri, G. Brihadiswaran, S. Gunathilaka, D. Meedeniya, S. Jayarathna, M. Jaime, C. Harshaw,".Integration of Facial Thermography in EEG-based Classification of ASD.",International Journal of Automation and Computing, Springer-Verlag GmbH Germany,vol.17 no.3 , https://doi.org/10.1007/s11633-020-1231-6,2020
V. Mallawaarachchi, L. Meegahapola, R. Madhushanka, E. Heshan, D. Meedeniya and S. Jayarathne ,".Change Detection and Notification of Web Pages: A Survey .",ACM Computing Surveys ,Vol. 53, no. 1, Article 15, pp. 1-35, ISSN:0360-0300, EISSN:1557-7341 DOI: https://doi.org/10.1145/3369876,2020
I. D. Rubasinghe, D. A. Meedeniya,".Ultrasound Nerve Segmentation Using Deep Probabilistic Programming.",Journal of ICT Research and Applications,vol. 13 , no. 3, pp. 241-256 , ITB Journal Publisher, ISSN: 2337-5787, DOI: http://dx.doi.org/10.5614%2Fitbj.ict.res.appl.2019.13.3.5,2019
G. Brihadiswaran, D. Haputhanthri, S. Gunathilaka, D.A. Meedeniya, S. Jayarathna,".EEG-based processing and classification methodologies for Autism Spectrum Disorder A Review.",Journal of Computer Science (JCS), ,vol.15, no.8, pp. 1161.1183, DOI: http://dx.doi.org/ 10.3844/jcssp.2019.1161.1183 ,2019
S. De Silva, S. Dayarathna, G. Ariyarathne, D.A. Meedeniya, S. Jayarathna,".A Survey of Attention Deficit Hyperactivity Disorder Identification Using Psychophysiological Data.",International Journal of Online and Biomedical Engineering (iJOE), ,vol. 15, no. 13, pp. 61-76, DOI: https://doi.org/10.3991/ijoe.v15i13.10744 ,2019
D.A. MeedeniyaI. D. Rubasinghe I. Perera,".Traceability Establishment and Visualization of Software Artefacts in DevOps Practice: A Survey.",International Journal of Advanced Computer Science and Applications (IJACSA), ,vol. 10, no.7, pp. 66 - 76, DOI: http://dx.doi.org/10.14569/IJACSA.2019.0100711,2019
D.A. Meedeniya, I. D. Rubasinghe and I. Perera, ,".Software Artefacts Consistency Management towards Continuous Integration: A Roadmap .",International Journal of Advanced Computer Science and Applications (IJACSA), ,vol. 10, no. 4, pp. 100-110, DOI: http://dx.doi.org/10.14569/IJACSA.2019.0100411,2019
V. Mallawaarachchi, A. Wickaramarachchi, A. Weliwita, I. Perera, D.A. Meedeniya, ,".Experiential Learning in Bioinformatics – Learner Support for Complex Workflow Modelling and Analysis, .",International Journal of Emerging Technologies in Learning (iJET), ,Vol 13, No 12, pp. 19-34, DOI: https://doi.org/10.3991/ijet.v13i12.8608,2018
A. Welivita, I. Perera, D.A. Meedeniya, A. Wickramarachchi and V. Mallawaarachchi, ,".Managing Complex Workflows in Bioinformatics - An Interactive Toolkit with GPU Acceleration .",IEEE Transactions on NanoBioscience, ,vol. 17, no. 3, pp. 199-208, DOI= https://doi.org/10.1109/TNB.2018.2837122,2018
S. Hewawalpita, S. Herath, I.Perera and D.A. Meedeniya,".Effective Learning Content Offering in MOOCs with Virtual Reality – An Exploratory Study on Learner Experience.",Journal of Universal Computer Science,vol 24, no. 2, pp. 129-148, ISSN 0948-6968 , DOI: http://doi.org/10.3217/jucs-024-02-0129 ,2018
A. Garusinghe, I. Perera and D. Meedeniya,".Service oriented product lines - managed service level agreements for better quality of service.",International Journal on Advances in ICT for Emerging Regions (ICTer), ,vol. 10, no. 2, pp.1–11, DOI: http://doi.org/10.4038/icter.v10i2.7184,2017
D.A. Meedeniya, I. Perera, J. Bowles,".Tool Support for Transforming Unified Modelling Language Sequence Diagram to Coloured Petri-nets.",Maejo International Journal of Science and Technology,vol. 10, no. 03, pp. 272-283, ISSN 1905-7873 ,2016
K. Jayakodi, M. Bandara, I. Perera, D.A. Meedeniya,".WordNet and Cosine Similarity based Classifier of Exam Questions using Bloom’s Taxonomy.",International Journal of Emerging Technologies in Learning (iJET), ,vol. 11, no. 04, pp. 142-149, ISSN 1863-0383. DOI: http://dx.doi.org/10.3991/ijet.v11i04.5654,2016
I. Perera, D.A. Meedeniya, C. Allison, A. Miller, ,".User Support for Managed Immersive Education: An Evaluation of in-World Training for OpenSim.",Journal of Universal Computer Science,Vol, 20, no. 12, pp.1690-1707, DOI: https://doi.org/10.3217/jucs-020-12-1690,2014
J. Bowles, D.A. Meedeniya,".Strongly consistent transformation of partial scenarios.",ACM SIGSOFT Software Engineering Notes (SEN),vol 37, no. 4, pp 1-8, ACM, DOI: https://doi.org/10.1145/2237796.2237809 ,2012
D.A. Meedeniya, G.I.U.S. Perera,".Open Source Software Utilization in Student Software Projects: A Study on Student Preferences.",The International Journal of Applied Engineering Research,Vol. 5, no. 1, pp. 37–45, ISSN 0973-4562, https://www.ripublication.com/ijaer.htm,2010
https://scholar.google.com/citations?user=rhrDZ4QAAAAJ&hl=en
Software Traceability Management
Recommender Systems & Data Visualization
Gesture-based Mobile User Communication
Software architecture aspects in Bioinformatics
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