Publications
580 publications
- 2026TranSPAN: Analyzing Signal Property Learning in Transformer-Based Time Series ClassificationNirasha Munasinghe, Sandareka Wickramanayake, Dulani Meedeniya · IEEE AccessFrom the Staff: PROF. DULANI MEEDENIYA
- 2026TripleBound: Triplet-Guided Heterogeneous Graph Learning for Microservice DecompositionMineth Weerasinghe, Himindu Kularathne, Methmini Madhushika, Danuka Lakshan, Nisansa de Silva, Adeesha Wijayasiri, Srinath Perera · arXiv (Cornell University)From the Staff: DR. ADEESHA WIJAYASIRI
- 2025A Comparative Analysis of OpenStack Autoscaling Engines: Evaluating Performance, Scalability, and Usability of Heat and Senlin Under Real-World Workload PatternsAdeesha Wijayasiri, D.N.S.S. Liyanage · Moratuwa Engineering Research Conference (MERCon)From the Staff: DR. ADEESHA WIJAYASIRI
- 2025A Comprehensive Review on Security-Enhanced User Experience Model for E-learning systemsPasindu Udugahapattuwa, Shantha Fernando · SLAAI International Conference on Artificial Intelligence (SLAAI-ICAI)From the Staff: ENG. PROF. SHANTHA FERNANDO
- 2025A comprehensive survey on statistical and deep learning models for panel data analysisUthayasanker Thayasivam, Shabthana Johnson, Kajaani Balabavan, Sathurgini Uthayakumar · Knowledge and Information SystemsFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Adapter-based fine-tuning for PRIMERAKushan Hewapathirana, Nisansa de Silva, C. D. Athuraliya · Applied Data Science & Artificial Intelligence SymposiumFrom the Staff: DR. NISANSA DE SILVA
- 2025Adapting Multimodal Foundation Models for Few-Shot Learning: A Comprehensive Study on Contrastive CaptionersNethshan M. Narasinghe, Uthayasanker Thayasivam · arXiv (Cornell University)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025A Data-driven spatiotemporal framework for retail analyticsR. Prabashwara, H. K. G. V. L. Wickramarathna, Uthayasanker Thayasivam · Applied Data Science & Artificial Intelligence SymposiumFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025A Framework to Prevent Biometric Data Leakage in the Immersive Technologies DomainKeshav Sood, Iynkaran Natgunanathan, Uthayasanker Thayasivam, Vithurabiman Senthuran, Xiaoning Zhang, Shui Yu · arXiv (Cornell University)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025A Holistic Approach to Identifying Subject Correlation Analysis in Secondary EducationBuddhi Ayesha, Adessha Jayasooriya, Wishmitha Mendis, Bhanuka Mahanama, Malaka Dayasiri Dayasiri, Umashanger Thayasivam, Uthayasanker Thayasivam · Journal of Big Data and Artificial IntelligenceFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025An Integrated Sound-Based Traffic Control System (Green Light) for Ambulance Prioritization at Urban IntersectionsPipuni Wijesiri, Sanath Jayasena · Moratuwa Engineering Research Conference (MERCon)From the Staff: ENG. ASSOCIATE PROF. SANATH JAYASENA
- 2025A Novel Multi-branch ConvNeXt Architecture for Identifying Subtle Pathological Features in CT ScansPerera, Irash, Uthayasanker Thayasivam · arXiv (Cornell University)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Attack-Specialized Deep Learning with Ensemble Fusion for Network Anomaly DetectionDissanayake, Nisith, Uthayasanker Thayasivam · arXiv (Cornell University)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Automatic Analysis of App Reviews Using LLMsSadeep Gunathilaka, Nisansa de Silva · International Conference on Agents and Artificial Intelligence (ICAART)From the Staff: DR. NISANSA DE SILVA
- 2025Balancing privacy and health integrity: A novel framework for ECG signal analysis in immersive environmentsVithurabiman Senthuran, Uthayasanker Thayasivam, Iynkaran Natgunanathan, Keshav Sood, Yong Xiang · Computers in Biology and MedicineFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Brain Tumour Segmentation and Edge Detection Using Self-Supervised LearningDasith Samarasinghe, D.M.J. Wickramasinghe, Theshan Wijerathne, Dulani Meedeniya, Pratheepan Yogarajah · International Journal of Online and Biomedical Engineering (iJOE)From the Staff: PROF. DULANI MEEDENIYA
- 2025Cardiac MRI Segmentation of Ventricular Structures and Myocardium Using U-Net VariantsChinthalanka B. Wijesinghe, Dulani Meedeniya, Pratheepan Yogarajah · International Conference on Advanced Research in Computing (ICARC)From the Staff: PROF. DULANI MEEDENIYA
- 2025CatBoost and random forest algorithms in binary classification tasksChamath Liyanage, Uthayasanker Thayasivam · Applied Data Science & Artificial Intelligence SymposiumFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Chest X-Ray Report Generation Using Abnormality Guided Vision Language ModelDasith Edirisinghe, Wimukthi Nimalsiri, Mahela Hennayake, Dulani Meedeniya, Gilbert Lim · IEEE AccessFrom the Staff: PROF. DULANI MEEDENIYA
- 2025Comparative analysis of machine learning models for depression risk predictionLiwan H Liyanage, Uthayasanker Thayasivam · Applied Data Science & Artificial Intelligence SymposiumFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Content Recommendation E-learning System for Personalized Learners to Enhance User Experience using SCORMPasindu Udugahapattuwa, Shantha Fernando · Journal of Engineering Research and SciencesFrom the Staff: ENG. PROF. SHANTHA FERNANDO
- 2025Data-driven depression prediction: insights from a machine learning challengeM.G.H.A. Chamindi, Uthayasanker Thayasivam · Applied Data Science & Artificial Intelligence SymposiumFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025DESS: DeBERTa Enhanced Syntactic-Semantic Aspect Sentiment Triplet ExtractionVishal Thenuwara, Nisansa de Silva · Lecture notes in computer scienceFrom the Staff: DR. NISANSA DE SILVA
- 2025Dimension 414 and Minimal Embedding Dimensions for Phonetic Feature Encoding in WavLMNarthana Sivalingam, Uthayasanker Thayasivam · Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Effect of plasma heavy metals on testosterone levels among male partners of the couples investigated for subfertilityKulangi A. Akuressage, Prasanna Logenthiran, Uthayasanker Thayasivam, Ajith N. Fernando, Nalinda Silva, Sharaine Fernando · Sri Lanka Journal of Obstetrics and GynaecologyFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Efficient GPU Resource Pooling for Machine Learning WorkloadsAdeesha Jayasinghe, Kavindu Janith, Ravindu Wickramage, Adeesha Wijayasiri · Conference of Open Innovations Association (FRUCT)From the Staff: DR. ADEESHA WIJAYASIRI
- 2025Elephant Sound Classification Using Deep Learning OptimizationHiruni Dewmini, Dulani Meedeniya, Charith Perera · SensorsFrom the Staff: PROF. DULANI MEEDENIYA
- 2025Encoder-Aware Sequence-Level Knowledge Distillation for Low-Resource Neural Machine TranslationMenan Velayuthan, Nisansa de Silva, Surangika Ranathunga · Workshop on Technologies for Machine Translation of Low-Resource Languages (LoResMT)From the Staff: DR. NISANSA DE SILVA
- 2025Energy-Efficient Dynamic Workflow Scheduling in Cloud Environments Using Deep LearningSunera Chandrasiri, Dulani Meedeniya · SensorsFrom the Staff: PROF. DULANI MEEDENIYA
- 2025Enhancing IT-Based Tax Payment Systems in Local Authorities in Colombo District in Sri LankaGayan Pathirage, Adeesha Wijayasiri, Lalith Liyanage · International Journal of Governance and Public Policy AnalysisFrom the Staff: DR. ADEESHA WIJAYASIRI
- 2025EQUIPPING SCHOOL TEACHERS WITH TECHNOLOGY: A QUALITATIVE STUDY BASED ON A TRAINING PROGRAM CONDUCTED FOR SCHOOL TEACHERS ON TECHNOLOGY FOR EDUCATIONBuddhika Karunarathne, Vishaka Nanayakkara, Nisansa de Silva, Thanuja D. Ambegoda · EDULEARN proceedingsFrom the Staff: DR. NISANSA DE SILVA
- 2025Evaluating and Interpreting Pooling Techniques in Spectrogram-Based Audio Analysis Using Diverse MetricsSupun Jayaminda Bandara, Uthayasanker Thayasivam · International Journal of Advanced Computer Science and ApplicationsFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Explainable AI for Building Trustworthy Transformer-Based Abstractive Summarization ModelsHiranya Panawenna, Kasun Gayashan Hettihewa, Sandareka Wickramanayake, Dulani Meedeniya · Springer eBooksFrom the Staff: PROF. DULANI MEEDENIYA
- 2025Explainable AI for Speech Emotion RecognitionS.S.J. Patabendige, Uthayasanker Thayasivam · Applied Data Science & Artificial Intelligence SymposiumFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Explainable Artificial Intelligence Driven Segmentation for Cervical Cancer ScreeningNiruthikka Sritharan, Nishaanthini Gnanavel, Prathushan Inparaj, Dulani Meedeniya, Pratheepan Yogarajah · IEEE AccessFrom the Staff: PROF. DULANI MEEDENIYA
- 2025Explainable image segmentation for spatio-temporal and multivariate image data in precipitation nowcastingImantha Ahangama, Dulani Meedeniya, Biswajeet Pradhan · Results in EngineeringFrom the Staff: PROF. DULANI MEEDENIYA
- 2025Exploring the potential of blockchain technology adoption in the Sri Lankan construction industry: opportunities and barriers to implementationD.W.J.W. Bandara, P.L.I. Wimalaratne, Udayangani Kulatunga, Adeesha Wijayasiri · World Construction Symposium (WCS)From the Staff: DR. ADEESHA WIJAYASIRI
- 2025FusionRepair: Iterative Multi-Line APR via FusionJayanath Senevirathna, Ayesh Vininda, Prabath Sandaruwan, Ridwan Shariffdeen, Sandareka Wickramanayake, Nisansa de Silva · IEEE/ACM International Workshop on Automated Program Repair (APR)From the Staff: DR. NISANSA DE SILVA
- 2025GeeSanBhava: Sentiment Tagged Sinhala Music Video Comment Data SetYomal De Mel, Nisansa de Silva · Communications in computer and information scienceFrom the Staff: DR. NISANSA DE SILVA
- 2025Glaucoma identification with retinal fundus images using deep learning: Systematic reviewDulani Meedeniya, Thisara Shyamalee, Gilbert Lim, Pratheepan Yogarajah · Informatics in Medicine UnlockedFrom the Staff: PROF. DULANI MEEDENIYA
- 2025GPS-2-GTFS: A Python package to process and transform raw GPS data of public transit to GTFS formatShiveswarran Ratneswaran, Uthayasanker Thayasivam, Sivakumar Thillaiambalam · Software ImpactsFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025How Good is BLI as an Alignment Measure: A Study in Word Embedding ParadigmKasun Wickramasinghe, Nisansa de Silva · Communications in computer and information scienceFrom the Staff: DR. NISANSA DE SILVA
- 2025Human Activity Recognition Using Spatio-Temporal Dual Attention with Cross-Sensor AttentionMeenambika Chandirakumar, Thanushanth Kanagarajah, Nithursika Kalanantharasan, Sandareka Wickramanayake, Dulani Meedeniya · International Joint Conference on Neural Networks (IJCNN)From the Staff: PROF. DULANI MEEDENIYA
- 2025Hybrid approach for information retrieval in Sri Lankan legal domainN. Kasige, N. Kavinda, K. H. L. Kodithuwakku, Nisansa de Silva · ERU SymposiumFrom the Staff: DR. NISANSA DE SILVA
- 2025Improving Student Performance Prediction with Retrieval-Augmented Deep Learning: A TabR-Based Approach in Educational Data MiningDaminda Herath, Uthayasanker Thayasivam · Zenodo (CERN European Organization for Nuclear Research)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Improving the Quality of Web-mined Parallel Corpora of Low-Resource Languages using Debiasing HeuristicsSurangika Ranathunga, Aloka Fernando, Menan Velayuthan, Charitha Rathnayaka, Nisansa de Silva · Conference on Empirical Methods in Natural Language Processing (EMNLP)From the Staff: DR. NISANSA DE SILVA
- 2025Instruct-DeBERTa: A Hybrid Approach for Aspect-based Sentiment Analysis on Textual ReviewsDineth Jayakody, A V A Malkith, Koshila Isuranda, Vishal Thenuwara, Nisansa de Silva, Sachintha Rajith Ponnamperuma, Gammana Guruge Nadeesha Sandamali, Kalupahana Liyanage Kushan Sudheera · International Journal on Advances in ICT for Emerging Regions (ICTer)From the Staff: DR. NISANSA DE SILVA
- 2025Intelligent Traffic Signal Optimization Using Sound-Based Ambulance Detection and Green-Light ExtensionPipuni Wijesiri, Shashika Lokuliyana, Sanath Jayasena, Sandaru Wijesiri, Anuradha Jayakody, Pradeep K. W. Abeygunawardhana · International Conference on Advancements in Computing (ICAC)From the Staff: ENG. ASSOCIATE PROF. SANATH JAYASENA
- 2025Linguistic Analysis of Sinhala YouTube Comments on Sinhala Music Videos: A Dataset StudyW. M. Yomal De Mel, Nisansa de Silva · International Journal on Advances in ICT for Emerging Regions (ICTer)From the Staff: DR. NISANSA DE SILVA
- 2025Load Balancer Filter-Based Approach To Enable Distributed API Rate LimitingThivaharan Kalyanasundaram, Kobinarth Panchalingam, Tharsigan Jegatheesan, Adeesha Wijayasiri, Srinath Perera · Conference of Open Innovations Association (FRUCT)From the Staff: DR. ADEESHA WIJAYASIRI