Publications
580 publications
- 2025Non-obtrusive Imposter Detection During Online AssessmentsH. A. A. K. M. Seneviratne, Indika Perera, Shantha Fernando · Engineer Journal of the Institution of Engineers Sri LankaFrom the Staff: ENG. PROF. SHANTHA FERNANDO
- 2025Panelformer: An Enhanced Temporal Fusion Transformer for Robust Panel Time Series ForecastingSathurgini Uthayakumar, Kajaani Balabavan, Shabthana Johnson, Uthayasanker Thayasivam · IEEE ... International Conference on Data Mining workshopsFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Pushing the Boundaries of Interpretability: Incremental Enhancements to the Explainable Boosting MachineIsara Liyanage, Uthayasanker Thayasivam · arXiv (Cornell University)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Real-time bus arrival time updating using speed variationsS. Farook, Uthayasanker Thayasivam · Applied Data Science & Artificial Intelligence SymposiumFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Review on Sustainable Forestry with Artificial IntelligenceRayan Binlajdam, Dulani Meedeniya, Charuni Kosala, Oktay Karakuş, OMER F. RANA, Pablo Orozco‐terWengel, Benoît Goossens, Adisorn Lertsinsrubtavee, Preechai Mekbungwan, Deepak Mishra, Charith Perera · ACM Journal on Computing and Sustainable SocietiesFrom the Staff: PROF. DULANI MEEDENIYA
- 2025SAWP: Scaled Adaptive Wavelet Pooling for Audio Classification TasksSupun Jayaminda Bandara, Uthayasanker Thayasivam · SiPS ... design and implementation - IEEE Workshop on Signal Processing SystemsFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025ScheduleMe: Multi-Agent Calendar AssistantOshadha Wijerathne, Amandi Nimasha, Fernando, Dushan, Nisansa de Silva, Srinath Perera · arXiv (Cornell University)From the Staff: DR. NISANSA DE SILVA
- 2025SCHOLIA- An XAI Framework for APRNethum Lamahewage, Nimantha Cooray, Ridwan Shariffdeen, Sandareka Wickramanayake, Nisansa de Silva · IEEE/ACM International Workshop on Automated Program Repair (APR)From the Staff: DR. NISANSA DE SILVA
- 2025SiDiaC: Sinhala Diachronic CorpusNevidu Jayatilleke, Nisansa de Silva · arXiv (Cornell University)From the Staff: DR. NISANSA DE SILVA
- 2025SinLlama - A Large Language Model for SinhalaH.W.K. Aravinda, Rashad Sirajudeen, Sachith Paramie Karunathilake, Nisansa de Silva, Rishemjit Kaur, Surangika Ranathunga · Moratuwa Engineering Research Conference (MERCon)From the Staff: DR. NISANSA DE SILVA
- 2025SUPERB-EP: Evaluating Encoder Pooling Techniques in Self-Supervised Learning Models for Speech ClassificationBraveenan Sritharan, Uthayasanker Thayasivam, Supun Jayaminda Bandara · IEEE Symposium on Computational Intelligence in Natural Language Processing and Social Media (CI-NLPSoMe)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025TBT-Former: Learning Temporal Boundary Distributions for Action LocalizationThisara Rathnayaka, Uthayasanker Thayasivam · arXiv (Cornell University)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025The Impact of data cleaning and model selection for depression prediction: a comparative studySidath Munasinghe, Uthayasanker Thayasivam · Applied Data Science & Artificial Intelligence SymposiumFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Towards Effective Emotion Analysis in Low-Resource Tamil TextsPriyatharshan Balachandran, Uthayasanker Thayasivam, Randil Pushpananda, Ruvan Weerasinghe · Workshop on Speech, Vision, and Language Technologies for Dravidian Languages (DravidianLangTech)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025TSD: Towards Computational Processing of Tamil Similes - A Tamil Simile DatasetAathavan Nithiyananthan, Jathushan Raveendra, Uthayasanker Thayasivam · Workshop on Speech, Vision, and Language Technologies for Dravidian Languages (DravidianLangTech)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Unified Deep Convolutional Network for Robust and Highly Generalized Speaker ClusteringKetharan Suntharam, Sarangan Janakan, Uthayasanker Thayasivam · Moratuwa Engineering Research Conference (MERCon)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Usability and Academic Impact of Ai Tools on Higher Education in Sri LankaUpul Nawarathne, Uthayasanker Thayasivam, K. P. N. S. Dayarathne · KDU Journal of Multidisciplinary StudiesFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Utilizing Multilingual Encoders to Improve Large Language Models for Low-Resource LanguagesImalsha Puranegedara, Themira Chathumina, Nisal Ranathunga, Nisansa de Silva, Surangika Ranathunga, Mokanarangan Thayaparan · Moratuwa Engineering Research Conference (MERCon)From the Staff: DR. NISANSA DE SILVA
- 2025wavCSE: Learning Fixed-size Unified Speech Embeddings via Feature-based Multi-Task LearningAssociation for Computational Linguistics 2025, Braveenan Sritharan, Uthayasanker Thayasivam · Underline Science Inc.From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025wavCSE: Learning Fixed-size Unified Speech Embeddings via Feature-based Multi-Task LearningBraveenan Sritharan, Uthayasanker Thayasivam · International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Yield Curve Modeling: Applicability of the Traditional Factor Models for Sri Lanka Government BondsK. P. N. S. Dayarathne, Uthayasanker Thayasivam · SN Computer ScienceFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2025Zero-shot OCR Accuracy of Low-Resourced Languages: A Comparative Analysis on Sinhala and TamilNevidu Jayatilleke, Nisansa de Silva · International conference Recent advances in natural language processingFrom the Staff: DR. NISANSA DE SILVA
- 2024Abstract Generation with Hybrid Model Supported by Relevance MatrixDushan Kumarasinghe, Nisansa de Silva · Lecture notes in computer scienceFrom the Staff: DR. NISANSA DE SILVA
- 2024A Comparative Study of Preprocessing and Model Compression Techniques in Deep Learning for Forest Sound ClassificationThivindu Paranayapa, Piumini Ranasinghe, Dakshina Ranmal, Dulani Meedeniya, Charith Perera · SensorsFrom the Staff: PROF. DULANI MEEDENIYA
- 2024A Multi-Stage Approach to Image Consistency in Zero-Shot Character Art Generation for the D&D DomainGayashan Weerasundara, Nisansa de Silva · International Conference on Agents and Artificial Intelligence (ICAART)From the Staff: DR. NISANSA DE SILVA
- 2024An E-learning System Model to Enhance User Experience with Content RecommendationPasindu Udugahapattuwa, Shantha Fernando · Moratuwa Engineering Research Conference (MERCon)From the Staff: ENG. PROF. SHANTHA FERNANDO
- 2024An intelligent model to enhance user experience in E-learning systemsPasindu Udugahapattuwa, Shantha Fernando · International Research Conference on Smart Computing and Systems Engineering (SCSE)From the Staff: ENG. PROF. SHANTHA FERNANDO
- 2024Aspect-based Sentiment Analysis Techniques: A Comparative StudyDineth Jayakody, Koshila Isuranda, A V A Malkith, Nisansa de Silva, Sachintha Rajith Ponnamperuma, Gammana Guruge Nadeesha Sandamali, Kalupahana Liyanage Kushan Sudheera · Moratuwa Engineering Research Conference (MERCon)From the Staff: DR. NISANSA DE SILVA
- 2024Autism spectrum disorder identification using multi‐model deep ensemble classifier with transfer learningLakmini Herath, Dulani Meedeniya, Janaka C. Marasinghe, Vajira Senaka Weerasinghe, Tele Tan · Expert SystemsFrom the Staff: PROF. DULANI MEEDENIYA
- 2024Automated Tool Support for Glaucoma Identification With Explainability Using Fundus ImagesThisara Shyamalee, Dulani Meedeniya, Gilbert Lim, Mihipali Karunarathne · IEEE AccessFrom the Staff: PROF. DULANI MEEDENIYA
- 2024Back to the Stats: Rescuing Low Resource Neural Machine Translation with Statistical MethodsMenan Velayuthan, Dilith Jayakody, Nisansa de Silva, Aloka Fernando, Surangika Ranathunga · Conference on Machine Translation (WMT)From the Staff: DR. NISANSA DE SILVA
- 2024Beyond Vanilla Fine-Tuning: Leveraging Multistage, Multilingual, and Domain-Specific Methods for Low-Resource Machine TranslationSarubi Thillainathan, Surangika Ranathunga, Songchen Yuan, Sanath Jayasena, En-Shiun Annie Lee · SSRN Electronic JournalFrom the Staff: ENG. ASSOCIATE PROF. SANATH JAYASENA
- 2024CNN-based Optimization for Lung Sound Classification with Mobile AccessibilityThinira Wanasinghe, Sakuni Bandara, Supun Madusanka, Dulani Meedeniya, Meelan Bandara · International Research Conference on Smart Computing and Systems Engineering (SCSE)From the Staff: PROF. DULANI MEEDENIYA
- 2024Decomposing the Sri Lanka Yield Curve Using Principal Component Analysis to Examine the Term Structure of the Interest RateK. P. N. S. Dayarathne, Uthayasanker Thayasivam · International Conference on Time Series and Forecasting (ITISE)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2024Effective eLearning through MOOC: Lessons learnt in selecting a MOOCDilrukshi Gamage, Indika Perera, Shantha Fernando · International Conference on Computers in EducationFrom the Staff: ENG. PROF. SHANTHA FERNANDO
- 2024EnsembleCAM: Unified Visualization for Explainable Cervical Cancer IdentificationNiruthikka Sritharan, Nishaanthini Gnanavel, Prathushan Inparaj, Dulani Meedeniya, Pratheepan Yogarajah · International Research Conference on Smart Computing and Systems Engineering (SCSE)From the Staff: PROF. DULANI MEEDENIYA
- 2024ESC-NAS: Environment Sound Classification Using Hardware-Aware Neural Architecture Search for the EdgeDakshina Ranmal, Piumini Ranasinghe, Thivindu Paranayapa, Dulani Meedeniya, Charith Perera · SensorsFrom the Staff: PROF. DULANI MEEDENIYA
- 2024Explainable Bus Arrival Time Prediction Model with Improved Features Related to Topography and Points of InterestAshan Warnakulasuriya, C.D.R.M. Weerasinghe, H. K. G. V. L. Wickramarathna, Shiveswarran Ratneswaran, Uthayasanker Thayasivam · IEEE International Conference on Intelligent Transportation Systems (ITSC)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2024Federated Learning for Heart Disease Detection in Smart HealthcareDulani Meedeniya, Roshinie Jayasundara, Meelan Bandara, Isuru Ariyarathne · Chapman & Hall/CRC eBooksFrom the Staff: PROF. DULANI MEEDENIYA
- 2024Hardware-aware Neural Architecture Search for Sound Classification in Constrained EnvironmentsPiumini Ranasinghe, Thivindu Paranayapa, Dakshina Ranmal, Dulani Meedeniya · International Research Conference on Smart Computing and Systems Engineering (SCSE)From the Staff: PROF. DULANI MEEDENIYA
- 2024Intelligent Recommendation of Content for Enhancing User Experience in E-learning Systems for Sri LankaD. P. D. Udugahapattuwa, Shantha FernandoFrom the Staff: ENG. PROF. SHANTHA FERNANDO
- 2024Interpretable Cervical Cell Classification: A Comparative AnalysisNishaanthini Gnanavel, Prathushan Inparaj, Niruthikka Sritharan, Dulani Meedeniya, Pratheepan Yogarajah · International Conference on Advanced Research in Computing (ICARC)From the Staff: PROF. DULANI MEEDENIYA
- 2024Lexicon‐based fine‐tuning of multilingual language models for low‐resource language sentiment analysisVinura Dhananjaya, Surangika Ranathunga, Sanath Jayasena · CAAI Transactions on Intelligence TechnologyFrom the Staff: ENG. ASSOCIATE PROF. SANATH JAYASENA
- 2024Lung Sound Classification for Respiratory Disease Identification Using Deep Learning: A SurveyThinira Wanasinghe, Sakuni Bandara, Supun Madusanka, Dulani Meedeniya, Meelan Bandara, Isabel de la Torre Díez · International Journal of Online and Biomedical Engineering (iJOE)From the Staff: PROF. DULANI MEEDENIYA
- 2024Lung Sound Classification With Multi-Feature Integration Utilizing Lightweight CNN ModelThinira Wanasinghe, Sakuni Bandara, Supun Madusanka, Dulani Meedeniya, Meelan Bandara, Isabel de la Torre Díez · IEEE AccessFrom the Staff: PROF. DULANI MEEDENIYA
- 2024M2DS: Multilingual Dataset for Multi-document SummarisationKushan Hewapathirana, Nisansa de Silva, C. D. Athuraliya · Communications in computer and information scienceFrom the Staff: DR. NISANSA DE SILVA
- 2024Melanoma Skin Cancer Identification with Explainability Utilizing Mask Guided TechniqueLahiru Gamage, Uditha Isuranga, Dulani Meedeniya, Senuri De Silva, Pratheepan Yogarajah · ElectronicsFrom the Staff: PROF. DULANI MEEDENIYA
- 2024Meshify2: A Unified Ad Hoc Mesh Networking Framework for AndroidG A M T Bandara, Achira Dias, Vinul Fernando, Kutila Gunasekera · Moratuwa Engineering Research Conference (MERCon)From the Staff: DR. KUTILA GUNASEKERA
- 2024Mobile Crowd Computing with Mobile Agents and Work StealingThamindu Bandara Kiridana, Sathsarani Kapukotuwa, Bhanuja Sasanka Dissanayake, Kutila Gunasekera · Moratuwa Engineering Research Conference (MERCon)From the Staff: DR. KUTILA GUNASEKERA
- 2024Multilingual Student Performance Prediction Using Llama 3Buddhi Ayesha, Umashanger Thayasivam, Uthayasanker Thayasivam · IEEE International Conference on Big Data (BigData)From the Staff: Prof. UTHAYASANKER THAYASIVAM