Publications - Abstracts/ Extended Abstracts

Publications - Abstracts/ Extended Abstracts

2024

 

  1. R.U.N. Roopasinghe, S. Vasanthapriyan, K.G.L. Chathumini, “Incremental Learning for Tomato Leaf Disease Detection” in Computing  Undergraduate Research Symposium, 2024.
  2. K.Mahesha, B. T. G. S Kumara, and K. Banujan, “Movie Recommendation System using NLP: Based on Critiques and Ratings,” in 01st Computing Undergraduate Research Symposium, 2024. 
  3. P.G.S.M.Dharmakeerthi, R. A. H. M. Rupasingha, B.T.G.S.Kumara, “Ensemble Approach for Predicting Bug Priority Level Using Deep Learning Algorithms” in Ruhuna International Science and Technology Conference. 2024.
  4. Mahendran. T, B. T. G. S Kumara, K. Banujan, and Dr. S. Achchuthan, “Exploring Factors Influencing Technological Adaptability in Software Industries: A Structural Equation Modeling Approach,” in Computing Undergraduate Research Symposium, 2024.
  5. W.G.N.Lakmali, K.G.L.Chathumini, “Cyst Detection in Kidney Using Machine Learning Algorithm,” in APPRA Conference, 2024
  6. S. J. M. J. Nadesha and W. V. S.K Wasalthilaka, "Sri Lankan Sign Language Detection Approach for Deaf People Using Human Pose Estimation Technique" in Computing Undergraduate Research Symposium, 2024. 
  7. Chamaali Dilka, Sammi Ilangasinghe, Sumal Surendra, Disini Samaraweera, Malki Pamoda, W.V.S.K. Wasalthilaka and Thisum Wickramasooriya, "Revolutionizing Tea Quality Measurement using Multi Method Approach: An Innovative Mobile Application Approach" in Computing Undergraduate Research Symposium, 2024. 
  8. Ishan Jayaweerage, Sashika Randeni, Arun Deshan, Kristila Perera,  W.V.S.K. Wasalthilaka and C.M.A. Samarajeewa, " Social Media Platform for Deaf and Dumb People through Sign Language Recognition Using Media Pipe and Machine Learning " in Computing Undergraduate Research Symposium, 2024. 
  9. Ashen Iranga Hewarathna, Vigneshwaran Palanisamy, Joseph Charles, “ Identify leaf disease of paddy leaves: an end-to-end training approach” in Undergraduate Research Symposium, 2024
  10. MAF. Saroth, P.M.A.K. Wijerathne and B. T. G. S Kumara, “18_Non- Functional Software Requirements Classification Using LSTM,” in Computing Undergraduate Research Symposium, 2024
  11. T.D.A.S. Priyadarshani, K. Banujan, B.T.G.S. Kumara, "A Machine Learning Framework Guided by Expert Insight for Team Player Classification in the IT Industry, " Computing Undergraduate Research Symposium, 2024.
  12. W.G.N.Lakmali,K.G.L.Chathumini, “Cyst Detection in Kidney Using Machine Learning Algorithm,” in Computing Undergraduate Research Symposium, 2024.
  13. H.U Senevirathne, B. T. G. S Kumara, and K. Banujan, “BART Summarization for Closed Captions to Generate YouTube Video Titles,” in 01st Computing Undergraduate Research Symposium, 2024. 
  14. Thanistas P.E., Kumara B.T.G.S., and K. Banujan, “Analysis and Prediction of Task-Related Mental Health Effects on Employees in Sri Lankan IT Organizations” in 01st Computing Undergraduate Research Symposium, 2024. “
  15. Franklin S.V., Kudagamage U.P., and Prasanth S, “Region Recognition in Masked Faces: A Deep Learning Based Computer Vision Approach for South and East Asian Populations” in 01st Computing Undergraduate Research Symposium, 2024. 
  16. Shaahithya K., Kumara B.T.G.S., and K. Banujan, “Utilizing data-driven techniques to guide Advanced-level course selection: personalized course recommender system for high school students.” in 01st Computing Undergraduate Research Symposium, 2024. 
  17. Priyadarshani T.D.A.S P.E., Kumara B.T.G.S., and K. Banujan, “A Machine Learning Framework Guided by Expert Insight for Team Player Classification in the IT Industry” in 01st Computing Undergraduate Research Symposium, 2024. 
  18. Weerakutti G.D.W.C., Wimalasooriya G.G.R.S.N, Surendra S., Chathumini K.G.L., Wijesekara S.S.R.M.D.H.R., Wanniarachchi D.N.S.2, Udawatte C.P.3, “GemmoFTIR for Gem Stone Identification Using FTIR Spectroscopy” in 01st Computing Undergraduate Research Symposium, 2024. 
  19. Thennakoon A.G.D.S1, and Wijeratne P.M.A.K., “Source Code Recommendation System to Recommend the Source Codes Based on Design Patterns using Machine Learning” in 01st Computing Undergraduate Research Symposium, 2024. 
  20. Abishethvarman V., Kumara B.T.G.S., and K. Banujan, “Integrative Approach on Fake news Text Analysis: A Multimodal Framework for Fake News Detection, Categorization and User Profiling” in 01st Computing Undergraduate Research Symposium, 2024. 
  21. Lakmali W.G.N., and Chathumini K.G.L., “Cyst Detection in Kidney Using Machine Learning Algorithm” in 01st Computing Undergraduate Research Symposium, 2024. 
  22. Munasinghe A.P, and Chathumini K.G.L, “Deep Unsupervised Learning for Motion Blurred Image Restoration” in 01st Computing Undergraduate Research Symposium, 2024. 
  23. Archchaya U, Banujan K. , Kumara B.T.G.S., and Prasanth S “Integrative Approach on Fake news Text Analysis: A Multimodal Framework for Fake News Detection, Categorization and User Profiling” in 01st Computing Undergraduate Research Symposium, 2024. 
  24. Gobitha S., Kumara B.T.G.S., and K. Banujan, and Prasanth S “Predicting Preterm Birth: Machine Learning Approaches Using Maternal Factors” in 01st Computing Undergraduate Research Symposium, 2024. 
  25. Hewarathna A.I., Vigneshwaran P, and Charles J “Identification of paddy leaf disease: An end-to-end training approach” in 01st Computing Undergraduate Research Symposium, 2024. 
  26. Suja M.F.M.1 and Dangalla R.L. “IoT-Driven Synergy: Enhancing Passenger Safety through Smart Vehicles Integrated with Centralized Home Systems in Smart Towns” in 01st Computing Undergraduate Research Symposium, 2024. 

2023

 

  1. M. A. F. Fasheera, U. P. Kudagamage, “Analysis of the correlation between university students’ academic performance and the influential factors,” in Applied Sciences Undergraduate Research Symposium, 2023.
  2. G.A.C.A. Herath, B.T.G.S. Kumara, R.M.K.T. Rathnayake and U.A.P. Ishanka, “Determinants of Career Success of Fresh IT Graduates: Views of Professionals” in Proc. 2023 13th Annual Research Sessions of the Sabaragamuwa University of Sri Lanka, 2023.
  3. A.M. Gamage, B.T.G.S. Kumara. G.A.C.A. Herath, and K. Banujan, “An Ontology-Based Semantic Similarity Measure for Internship Recommendation”, in Proc. 9th International Conference of Sabaragamuwa University of Sri Lanka (ICSUSL 2023), 2023.
  4. G.A.C.A. Herath, and K. Banujan, “Adopting Agile Concepts to Undergraduate Capstone Projects”, in Proc. 2023 International Conference on Applied Sciences (ICAPS), 2023.

2022

 

  1. S.  Adeeba, B. T. G. S Kumara, and K. Banujan, “Using Twitter Data for Assessing Home Violence During the COVID-19 Pandemic,” in Applied Sciences Undergraduate Research Symposium, 2022.
  2. M.V. Thanoshan, B. T. G. S. Kumara, and K. Banujan, “Detecting the Code Clone Density and Measuring the Complexity of Source Code Using SonarQube,” in Applied Sciences Undergraduate Research Symposium, 2022.
  3. R. Nirubikaa, Adeeba Saleem, Ashansa Wijeratne, Kuhaneswaran Banujan, and B.T.G.S. Kumara, “Machine Learning Based Approach for Software Requirement Classification” in 6th International Research Conference of Uva Wellassa University, Sri Lanka, 2022. .

 

2020

 

  1. Sanduni Jayaweera, Joseph Charles, Sanjeewaka Kulathunga, and Sugeeswari Lekamge, “A Sharing Economy Business Model for Sri Lankan Accommodation Industry”, Proc. Postgraduate Institute of Science Annual Research Congress (PGIS ResCon 2020). 2020.
  2. Kumudu Kaushalya, Joseph Charles, SanjeewakaKulathunga, and Sugeeswari Lekamge, “An Affective Engineering Approach for Enhanced User Interface Designing: A Case of Sri Lankan Higher Educational Institutional Websites” in Proc. Postgraduate Institute of Science Annual Research Congress (PGIS ResCon 2020), 2020.
  3. Dilan Abesiriwardana, Joseph Charles, Sanjeewaka Kulathunga and, Sugeeswari Lekamge, “Impact of information System Strategy in Achieving Business Success in Sri Lanka” in Proc. Postgraduate Institute of Science Annual Research Congress (PGIS ResCon 2020), 2020.
  4. Sanduni Jayaweera, Joseph Charles, Sanjeewaka Kulathunga, and Sugeeswari Lekamge, “Sharing Economy Business Models: A Case of Accommodation Sector in Sri Lanka.” in Abs. International Research Conference, Uva Wellassa University (IRCUWU2020),
  5. Madushika Lakshani , Joseph Charles, and Sugeeswari Lekamge, “ICT Integration in Agriculture: A Case of Sri Lanka.” in Abs. International Research Conference, Uva Wellassa University (IRCUWU2020).
  6. Bhagya Hettiarachchi, Joseph Charles, Sudeeptha Lekamge, and Sugeeswari Lekamge, “A Data Mining Approach for Taal and Laya Recognition of North Indian Classical Music.” in Abs. International Research Conference, Uva Wellassa University (IRCUWU2020), 
  7. Thenuka, Y., Vasanthapriyan, S., & Banujan, K, “An Ontology-based Treatment Method for Human’s Subfertility”, In 2020 International Conference on Advances in Computing and Technology pp. 68-70.
  8. Thenuka, Y., Vasanthapriyan, S., & Banujan, K, “Decision Making in Treatment Method for Subfertility of Female.”  In 2020 International Women in Engineering Symposium. IEEE.
  9. Mauran, K., Vasanthapriyan, S., Banujan, K. & Prasanth, S, “LSTM Based Prediction Approach for Exchange Rate – A Case Study on LKR, YEN, and YUAN”. In 2020 7th International Conference on Multidisciplinary Approaches.
  10. Mauran, K., Vasanthapriyan, S., Banujan, K. & Prasanth, S. “LSTM and FFNN based Exchange Rate Prediction Model” In 2020 5th International Conference on Information Technology Research.
  11. Weerasinghe, T., & Jaysena, P., “Flood Impact Level Detection from Multimedia Images using Transfer Learning with CNN Architectures,” International Conference on Advances in Computing and Technology (ICACT–2020) Proceeding.
  12. Madhunamali, R., & Jayasena, P,  “The Rise of Blockchain Technology in Sri Lankan Food Supply Chain,”” International Conference on Advances in Computing and Technology (ICACT–2020) Proceedings.
  13. Edirimanna, C., & Jayasena, P., “Performance Comparison of IoT Based Metering System with Different Blockchain Platforms,” International Conference on Advances in Computing and Technology (ICACT–2020) Proceedings.
  14. Nandapala, Yashodha, and K. P. N. Jayasena. "Micro-segmentation Method for Claim handling Process in Health Insurance Claims Data." International Conference on Advances in Computing and Technology (ICACT–2020) Proceedings. 
  15. Koralegedara, K., and K. P. N. Jayasena. "Multi-Objective Nature-Inspired Algorithms for Sensor Node Localization in Wireless Sensor Networks." International Conference on Advances in Computing and Technology (ICACT–2020) Proceedings.
  16. Buddhika, J. G., Jayasena, K. P. N., “Fog computing and IoT based prediction system for healthcare using deep learning methods,” In International Conference on Applied and Pure Sciences, 2020. Faculty of Science, University of Kelaniya, Sri Lanka, p.92.
  17. Weerasinghe, I.D.T.T., Jayasena, K.P.N, “Image-based deep learning approach for flood impact level identification,” in International Conference on Applied and Pure Sciences, 2020. Faculty of Science, University of Kelaniya, Sri Lanka, p.84.
  18. M.A. Ahmed Thaajwer, U.A. Piumi Ishanka, “Melanoma Skin Cancer Detection Using Image Processing Techniques: A Systematic Literature Review,” In 1st International Women in Engineering Symposium, 15th November 2020.
  19. G.Sitparan, UA Piumi Ishanka, “Hate Speech Recognition in tweets,” In 1st International Women in Engineering Symposium, 15th November 2020.
  20. R.G.P.L.M.Weerasinghe, and G.A.C.A. Herath, “The Impact of Electronic Word of Mouth on Tourists’ Behavioral Intention to Destination Selection: A Case in Sri Lankan Local Tourists”, in Proc. 5th Interdisciplinary Conference of Management Researchers (ICMR 2020),, 26 November 2020

 

2019

 

  1. Joseph Charles and Sugeeswari Lekamge, “An Ensemble Learning Approach for Automatic Emotion Classification of Sri Lankan Folk Music” in Abs.  Proc. 03rd SLAAI International Conference on Artificial Intelligence (SLAAI - ICAI 2019),2019.
  2. Joseph Charles and Sugeeswari Lekamge, “The Applicability of miremotion in Emotion Classification of Sri Lankan Folk Melodies.” in Abs. The 6th International Conference on Multidisciplinary Approaches (iCMA 2019), 2019.
  3. Joseph Charles and Sugeeswari Lekamge, “Generalizability of Music Emotion Classifiers: An Evaluation of the Applicability of miremotion in Emotion Classification of Sri Lankan Folk Melodies.” in Abs. International Research Symposium on Pure and Applied Sciences (IRSPAS 2019), 2019.
  4. Nimna Jayasinghe and Sugeeswari Lekamge, “A Music Database for Emotion Research and an Interactive Platform for Music-Emotion Annotation.” in Abs. International Research Symposium on Pure and Applied Sciences (IRSPAS 2019), University of Kelaniya, Kelaniya, Sri Lanka, 25.10.2019.
  5. D. N. S. Jayasinghe, J. Charles and L. S. Lekamge, “A Novel Dataset and a Platform for Music Emotion Annotation based on Sri Lankan Folk Melodies” in Proc. The 7th International Conference of Sabaragamuwa University of Sri Lanka (ICSUSL 2019), 2019.
  6. Joseph Charles and Sugeeswari Lekamge, “A Machine Learning Approach for Emotion Classification of Sri Lankan Folk Melodies.” in Abs. International Research Conference, Uva Wellassa University (IRCUWU2019), 2019.
  7. Dissanayaka D.M.S.H & Vasanthapriyan, S, “Forecast Municipal Solid Waste Generation in Sri Lanka” In Proceedings of the 4th Interdisciplinary Conference on Management Researchers (ICMR 2019). 
  8. Hettikankanama H.K.S.K, Vasanthapriyan, S.  & Rathnayake R.M.T.K., “Data Mining Approach for Customer Review Based Product Ranking in Online Product Recommendation”. In Proceedings of the 4th Interdisciplinary Conference on Management Researchers (ICMR 2019). 
  9. Madushika U.A.K & Vasanthapriyan, S., “Advanced Analysis of the Effect of Scrum and Kanban on Software Maintenance Projects” In Proceedings of the 12th International Research Conference (IRC 2019).
  10. Hettikankanama H.K.S.K, Vasanthapriyan, S.  & Rathnayake R.M.T.K, “Data Mining and Machine Learning Approach for Online Product Recommendation System Using Sentiment Analysis”. In: Proceedings of the 12th International Research Conference (IRC 2019).
  11. Lakshitha K.G.S & Vasanthapriyan, S., “Application of Machine Learning Techniques to Improve Customer Satisfaction at Book Fairs; A Case Study of Colombo International Book Fair in Sri Lanka”. In: Proceedings of the 12th International Research Conference (IRC 2019).
  12. Priyabhashana, H. M. B., and K. P. N. Jayasena. "Deep Neural Networks Adaptation In Fog Computing For Effective Data Analytics,” 7th International Conference of Sabaragamuwa University of Sri Lanka (ICSUSL 2019).
  13. Thisarasinghe, B. S., and K. P. N. Jayasena. "Optimized Task Scheduling On Fog Computing Environment Using Meta Heuristic Algorithms." 7th International Conference of Sabaragamuwa University of Sri Lanka (ICSUSL 2019) 
  14. Basnayaka, B. M. B. D. B., and K. P. N. Jayasena. "A Hybrid Security Framework For Cloud Computing," 7th International Conference of Sabaragamuwa University of Sri Lanka (ICSUSL 2019)
  15. Munasinghe, L. V, Gunasinghe, H. N. and Dhanapala, S., “Identification of Papaya Fruit Diseases using Deep Learning Approach”, International Conference on Advances in Computing and Technology (ICACT-2019).

 

2018

 

  1. Prabodha D.P.J & Vasanthapriyan, S., “Analysis of Kknowledge Sharing Barriers in Sri Lankan Software Companies” In Proceedings of the International Conference on Multidisciplinary Approaches (iCMA 2018).
  2. Weerathunga S.K & Vasanthapriyan, S. “Knowledge Management Involvement in Improving Human Resource management of organization” In: Proceedings of the Research Conference on Business Studies, 2018.
  3. Weerathunga S.K & Vasanthapriyan, S, “Knowledge Management Involvement in Improving Human Resource” In Proceedings of the 11th International Research Conference ( IRC 2018)
  4. Abeywardana.V.P.I, Jayathilake.T.M.C., Jayasena.K.P.N and Vasanthapriyan S. “Nature inspired approach for efficiency aware resource scheduling in cloud computing,” In EdHat International Research Conference on Information Communication Technology, 2018.
  5. H.M. Buddhika Priyabhashana, K.P.N.Jayasena “Data Analytics In Fog Computing Using Docker And Kubernetes”  
  6. Jayasena.K.P.N Jayathilake.T.M.C.S. “Energy Efficient Vm Consolidation In Cloud Computing Environments” 
  7. Jayasena, K. P. N., and Lin Lib. "Resource Management Approaches Based on Nature Inspired Algorithms in Cloud Computing." 8th Annual Research Session of the Sabaragamuwa University of Sri Lanka, 2018
  8. Dharmasekara, M. A. J. R. and Gunasinghe, H. N., “Influence of Social Media in Academic Performance of Sri Lankan Advance Level Students,” Proceedings of the 11th International Research Conference of Kothalawala Defence University, 2018.
  9. Dharmasekara, M. A. J. R. and Gunasinghe, H. N., “Impact of Social Media Usage on Students' Academic Performance in Sri Lanka,” Proceedings of the 5th International Conference on Multidisciplinary Approaches, 2018.
  10. Gunasinghe, H. N. and De Silva, R., Gender, “Recognition of Luffa Flowers using Machine Learning,” Proceedings of the 1st International Research Conference in Smart Computing and Systems Engineering (SCSE), 2018.

2017

 

  1. Sugeeswari Lekamge, Masaki Nakachi, Shu Sato, Kanetoshi Ito, and Shusaku Nomura, “Psychophysiological Effects of Orange Aroma Inhalation during a Short-term Cognitive Stressor.” in Abs. The 7th Annual Research Session of Sabaragamuwa University of Sri Lanka (ARSSUSL), 2017.
  2. De Silva, R. and Gunasinghe, H. N,, “Framework for Flower Gender Recognition using Machine Learning,” Proceedings of the 8th International Conference on Business and Information 2017.
  3. .B. Ekanayake, and G.A.C.A. Herath, “Guide-Me Lanka: A Web based Tour Planning System”, in Proc. 6th International Conference of Sabaragamuwa University of Sri Lanka (ICSUSL 2017), , Sri Lanka,  2017.

2016

 

  1. Vasanthapriyan, S. & Jayaweera, P. M, “Ontology for Knowledge management in Legal Services- The Context of a District Court in Sri Lanka” In: Proceedings of the International Conference on Multidisciplinary Approaches(iCMA), 2016. 
  2. K.P.N. Jayasena “Private cloud based e learning infrastrure for Sri Lankan Higher Education” Abstracts and proceedings of 16th Conference of the Science Council of Asia, 2016.

 

2015

 

  1. Vasanthapriyan, S. & Jayaweera, P. M. “Legal knowledge management for legal transactions,” In: Proceedings of the International Conference on Multidisciplinary Approaches(iCMA). 2015.
  2. Thilini Bhagya, Vasanthapriyan, S. & Jayaweera, P. M., “Collaboration Modeling Framework for legal Workflow Management,” In: Proceedings of the International Conference on Multidisciplinary Approaches(iCMA),2015.
  3. Vasanthapriyan, S., “Sentimental Analysis Based on Sinhala Language Social Media Updates,” In: Proceedings of the International Conference on Multidisciplinary Approaches(iCMA), 2015.
  4. Vasanthapriyan, S, “Sentimental Analysis Based on Sinhala Language Social Media Updates,” In: Proceedings of the First International Conference on Linguistics in Sri Lanka, ICLSL, 2015.

2014

 

  1. Sugeeswari Lekamge, Ashu Marasinghe, and Pradeep Kalansooriya, “PCA based Visualization of Digital Music Libraries in Assisting Emotion based Music Navigation." in Abs. The 3rd International GIGAKU Conference in Nagaoka (IGCN), Nagaoka, Japan, pg.51,.2014.
  2. Thilini Bhagya, Vasanthapriyan Shanmuganathan, Prasad Jayaweera. “Collaboration Modelling Framework for Legal Workflow Management”, Abstracts of 4th Annual Research Session (ARS 2014).
  3. Vasanthapriyan, S., “Survey on Metadata Standards for an E-Teaching Environment”. In: Proceedings of International Symposium on ICT for Environmental Sustainability (ICTES 2014).
  4. Wickramasingha, W. A. K. L. M., Kudavidanage, E. P., Vasanthapriyan, S., & Priyadarshana, T. S., “Knowledge Sharing and Management Application for National Wildlife Training Center, Sri Lanka,” In Proceedings of International Symposium on ICT for Environmental Sustainability (ICTES 2014).
  5. Thuseethan, S., & Vasanthapriyan, S, “Influence of Human Computer Interaction in Learning Management System” In: Proceedings of International Symposium on ICT for Environmental Sustainability (ICTES 2014).
  6. Ishanka, U. P., Marasinghe, A., & Pradeep Kalansooriya,  “An adaptive multimodal approach to user behavior sensing social network application”. In the 3rd International GIGAKU Conference in Nagaoka (IGCN 2014).
  7. Jayasena, K. P. N. "Parallel computing with cloud technology platform."  Proceedings of the Wayamba University International Conference,2014