Publications
580 publications
- 2024Multimodal Supported Chatbot Framework for People with AphasiaR.L.A. Sanduni Ayesha, L.B. Hasini M. Vijayarathna, Nuwan Vithanage, Uthayasanker Thayasivam, Damminda Alahakoon, Achini Adikari, Nuwan Pallewela · Moratuwa Engineering Research Conference (MERCon)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2024Public Transit Driver Behaviour Analysis Under Heterogeneous Road Traffic ConditionsRukshan Athapaththu, G. Ranasinghe, Mandalawattage Kasun Pavithra, Uthayasanker Thayasivam · Moratuwa Engineering Research Conference (MERCon)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2024Quality Does Matter: A Detailed Look at the Quality and Utility of Web-Mined Parallel CorporaSurangika Ranathunga, Nisansa de Silva, Menan Velayuthan, Aloka Fernando, Charitha Rathnayake · Conference of the European Chapter of the Association for Computational LinguisticsFrom the Staff: DR. NISANSA DE SILVA
- 2024Shoulders of Giants: A Look at the Degree and Utility of Openness in NLP ResearchSurangika Ranathunga, Nisansa de Silva, Dilith Jayakody, Aloka Fernando · Annual Meeting of the Association for Computational Linguistics (ACL)From the Staff: DR. NISANSA DE SILVA
- 2024Sinhala Transliteration: A Comparative Analysis Between Rule-based and Seq2Seq ApproachesYomal De Mel, Kasun Wickramasinghe, Nisansa de Silva, Surangika Ranathunga · arXiv (Cornell University)From the Staff: DR. NISANSA DE SILVA
- 2024Skin cancer identification utilizing deep learning: A surveyDulani Meedeniya, Senuri De Silva, Lahiru Gamage, Uditha Isuranga · IET Image ProcessingFrom the Staff: PROF. DULANI MEEDENIYA
- 2024Spatio-Temporal Dual-Attention Transformer for Time-Series Behavioral BiometricsKim‐Ngan Nguyen, Sanka Rasnayaka, Sandareka Wickramanayake, Dulani Meedeniya, Sanjay Saha, Terence Sim · IEEE Transactions on Biometrics Behavior and Identity ScienceFrom the Staff: PROF. DULANI MEEDENIYA
- 2024Use of Federated Learning for Personal Smart Media Cloud SolutionsBanula Kumarage, Hiruna Harankahadeniya, Akila Induranga, Indika Perera, Kutila Gunasekera · Moratuwa Engineering Research Conference (MERCon)From the Staff: DR. KUTILA GUNASEKERA
- 2024Utility of Smoothing Techniques in Yield Curve Modeling for Non-Steady State Data of Sri Lanka Capital MarketK. P. N. S. Dayarathne, Uthayasanker Thayasivam · Lecture notes in networks and systemsFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2023Accelerating language emergence by functional pressuresKasun Vithanage, Rukshan Wijesinghe, Alex Xavier, Dumindu Tissera, Sanath Jayasena, Subha Fernando · PLoS ONEFrom the Staff: ENG. ASSOCIATE PROF. SANATH JAYASENA
- 2023Advanced Learning TechniquesDulani Meedeniya · Chapman & Hall/CRC eBooksFrom the Staff: PROF. DULANI MEEDENIYA
- 2023AI Based Solution to Optimize the Fertilizer Composition in Hydroponics AgriculturePubudu Ekanayake, Subha Fernando, Ranga P. Rodrigo, Sanath Jayasena · International Conference on Machine Learning and Computing (ICMLC)From the Staff: ENG. ASSOCIATE PROF. SANATH JAYASENA
- 2023A Model for Enhancing User Experience in an E-learning System: A Review on Student Behavior and Content FormattingPasindu Udugahapattuwa, Shantha Fernando · SLAAI International Conference on Artificial Intelligence (SLAAI-ICAI)From the Staff: ENG. PROF. SHANTHA FERNANDO
- 2023An adaptive and interactive learning toolkit (iLearn)Shakyani Jayasiriwardene, Dulani Meedeniya · Software ImpactsFrom the Staff: PROF. DULANI MEEDENIYA
- 2023An Improved Bus Travel Time Prediction Using Multi-Model Ensemble Approach for Heterogeneous Traffic ConditionsShiveswarran Ratneswaran, Uthayasanker Thayasivam · IEEE International Conference on Intelligent Transportation Systems (ITSC)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2023Application of Noise Filter Mechanism for T5-Based Text-to-SQL GenerationM.R. Aadhil Rushdy, Uthayasanker Thayasivam · Moratuwa Engineering Research Conference (MERCon)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2023A Survey on Deep Learning Based Forest Environment Sound Classification at the EdgeDulani Meedeniya, Isuru Ariyarathne, Meelan Bandara, Roshinie Jayasundara, Charith Perera · ACM Computing SurveysFrom the Staff: PROF. DULANI MEEDENIYA
- 2023Automated Radiology Report Generation Using TransformersWimukthi Nimalsiri, Mahela Hennayake, K. D. I. S. Rathnayake, Thanuja D. Ambegoda, Dulani Meedeniya · International Conference on Advanced Research in Computing (ICARC)From the Staff: PROF. DULANI MEEDENIYA
- 2023BehaveFormer: A Framework with Spatio-Temporal Dual Attention Transformers for IMU-enhanced Keystroke DynamicsDilshan Senarath, Sanuja Tharinda, Maduka Vishvajith, Sanka Rasnayaka, Sandareka Wickramanayake, Dulani Meedeniya · IEEE International Joint Conference on Biometrics (IJCB)From the Staff: PROF. DULANI MEEDENIYA
- 2023Blockchain-Based Software Subscription and Licenses Management SystemHithru De Alwis, Adeesha Wijayasiri, Shamila De Silva, Kasun De Silva · International Conference on Information Technology Research (ICITR)From the Staff: DR. ADEESHA WIJAYASIRI
- 2023Comparative Analysis of Named Entity Recognition in the Dungeons and Dragons DomainGayashan Weerasundara, Nisansa de Silva · International conference Recent advances in natural language processingFrom the Staff: DR. NISANSA DE SILVA
- 2023Concepts and TerminologyDulani Meedeniya · Chapman & Hall/CRC eBooksFrom the Staff: PROF. DULANI MEEDENIYA
- 2023CXLSeg Dataset: Chest X-ray with Lung SegmentationWimukthi Nimalsiri, Mahela Hennayake, K. D. I. S. Rathnayake, Thanuja D. Ambegoda, Dulani Meedeniya · International Conference on Cyber Management and Engineering (CyMaEn)From the Staff: PROF. DULANI MEEDENIYA
- 2023Deep LearningDulani Meedeniya · Chapman & Hall/CRC eBooksFrom the Staff: PROF. DULANI MEEDENIYA
- 2023Enhancement of Deep Learning ArchitecturesDulani Meedeniya · Chapman & Hall/CRC eBooksFrom the Staff: PROF. DULANI MEEDENIYA
- 2023Explainable artificial intelligence for enhanced living environments: A study on user perspectiveSandareka Wickramanayake, Sanka Rasnayaka, Madushika Gamage, Dulani Meedeniya, Indika Perera · Advances in computersFrom the Staff: PROF. DULANI MEEDENIYA
- 2023Exploring state-of-the-art research on blockchain adoption in the construction industry: a systematic literature reviewS. Hirusheekesan, Udayangani Kulatunga, Adeesha Wijayasiri · World Construction Symposium (WCS)From the Staff: DR. ADEESHA WIJAYASIRI
- 2023Extracting potential Travel time information from raw GPS data and Evaluating the Performance of Public transit - a case study in Kandy, Sri LankaShiveswarran Ratneswaran, Uthayasanker Thayasivam · International Conference on Intelligent Communication and Computational Techniques (ICCT)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2023Fine Tuning Named Entity Extraction Models for the Fantasy DomainAravinth Sivaganeshan, Nisansa de Silva · Moratuwa Engineering Research Conference (MERCon)From the Staff: DR. NISANSA DE SILVA
- 2023Forest Sound Classification Dataset: FSC22Meelan Bandara, Roshinie Jayasundara, Isuru Ariyarathne, Dulani Meedeniya, Charith Perera · SensorsFrom the Staff: PROF. DULANI MEEDENIYA
- 2023IntroductionDulani Meedeniya · Chapman & Hall/CRC eBooksFrom the Staff: PROF. DULANI MEEDENIYA
- 2023Machine Learning Approach to Analyze Breast CancerSatya Ranjan Dash, Saurav Roy, Jnyana Ranjan Mohanty, Dulani Meedeniya, Manoj Ranjan Mishra · Smart innovation, systems and technologiesFrom the Staff: PROF. DULANI MEEDENIYA
- 2023Melanoma Skin Cancer Classification with ExplainabilityL.B. Gamage, Uditha Isuranga, Senuri De Silva, Dulani Meedeniya · International Conference on Advanced Research in Computing (ICARC)From the Staff: PROF. DULANI MEEDENIYA
- 2023Multi-Document Summarization: A Comparative EvaluationKushan Hewapathirana, Nisansa de Silva, C. D. Athuraliya · IEEE International Conference on Industrial and Information Systems (ICIIS)From the Staff: DR. NISANSA DE SILVA
- 2023PARROTNada Alhirabi, Stephanie Beaumont, José Tomás Llanos, Dulani Meedeniya, OMER F. RANA, Charith Perera · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous TechnologiesFrom the Staff: PROF. DULANI MEEDENIYA
- 2023Party Extraction from Legal Contract Using Contextualized Span Representations of PartiesSanjeepan Sivapiran, Charangan Vasantharajan, Uthayasanker Thayasivam · International conference Recent advances in natural language processingFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2023Performance Evaluation TechniquesDulani Meedeniya · Chapman & Hall/CRC eBooksFrom the Staff: PROF. DULANI MEEDENIYA
- 2023Re-evaluating Keystroke Dynamics for Continuous AuthenticationDilshan Senarath, Sanuja Tharinda, Maduka Vishvajith, Sanka Rasnayaka, Sandareka Wickramanayake, Dulani Meedeniya · International Conference on Advanced Research in Computing (ICARC)From the Staff: PROF. DULANI MEEDENIYA
- 2023SHADE: Semantic Hypernym Annotator for Domain-Specific Entities - Dungeons and Dragons Domain Use CaseAkila Peiris, Nisansa de Silva · IEEE International Conference on Industrial and Information Systems (ICIIS)From the Staff: DR. NISANSA DE SILVA
- 2023Sinhala-English Parallel Word Dictionary DatasetKasun Wickramasinghe, Nisansa de Silva · IEEE International Conference on Industrial and Information Systems (ICIIS)From the Staff: DR. NISANSA DE SILVA
- 2023Sinhala-English Word Embedding Alignment: Introducing Datasets and Benchmark for a Low Resource LanguageKasun Wickramasinghe, Nisansa de Silva · arXiv (Cornell University)From the Staff: DR. NISANSA DE SILVA
- 2023SmartiPhish: a reinforcement learning-based intelligent anti-phishing solution to detect spoofed website attacksSubhash N. Ariyadasa, Shantha Fernando, Subha Fernando · International Journal of Information SecurityFrom the Staff: ENG. PROF. SHANTHA FERNANDO
- 2023Speech Command Recognition Using Self-Supervised ASR in TamilInthirakumaaran Tharmakulasingham, Uthayasanker Thayasivam · Moratuwa Engineering Research Conference (MERCon)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2023State-of-the-Art Deep Learning Models: Part IDulani Meedeniya · Chapman & Hall/CRC eBooksFrom the Staff: PROF. DULANI MEEDENIYA
- 2023State-of-the-Art Deep Learning Models: Part IIDulani Meedeniya · Chapman & Hall/CRC eBooksFrom the Staff: PROF. DULANI MEEDENIYA
- 2023TEZARNet: TEmporal Zero-Shot Activity Recognition NetworkPathirage N. Deelaka, Devin Y. De Silva, Sandareka Wickramanayake, Dulani Meedeniya, Sanka Rasnayaka · Communications in computer and information scienceFrom the Staff: PROF. DULANI MEEDENIYA
- 2023The Utility of Hierarchical Phrase-Based Model Machine Translation for Low Resource LanguagesS. Yashothara, Uthayasanker Thayasivam · Lecture notes in computer scienceFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2023Vehicle Classification Using Raspberry Pi: A Guide to Capturing WiFi CSI DataTharidhu Schmidt, Thanuja D. Ambegoda, Kutila Gunasekera · Moratuwa Engineering Research Conference (MERCon)From the Staff: DR. KUTILA GUNASEKERA
- 2022Adapting the Tesseract Open-Source OCR Engine for Tamil and Sinhala Legacy Fonts and Creating a Parallel Corpus for Tamil-Sinhala-EnglishCharangan Vasantharajan, Laksika Tharmalingam, Uthayasanker Thayasivam · International Conference on Asian Language ProcessingFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2022A Deep Learning Ensemble Hate Speech Detection Approach for Sinhala TweetsSidath Munasinghe, Uthayasanker Thayasivam · Moratuwa Engineering Research Conference (MERCon)From the Staff: Prof. UTHAYASANKER THAYASIVAM