Publications
580 publications
- 2022Unified Legal Party Based Sentiment Analysis PipelineSahan Jayasinghe, Lakith Rambukkanage, Ashan Silva, Nisansa de Silva, Amal Shehan Perera · International Journal on Advances in ICT for Emerging Regions (ICTer)From the Staff: DR. NISANSA DE SILVA
- 2022Unified Voice Embedding Through Multi-task LearningRajenthiran Jenarthanan, Lakshikka Sithamaparanathan, Saranya Uthayakumar, Uthayasanker Thayasivam · International Conference on Asian Language ProcessingFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2021Architectural framework for an interactive learning toolkitShakyani Jayasiriwardene, Dulani Meedeniya · International Research Conference on Smart Computing and Systems Engineering (SCSE)From the Staff: PROF. DULANI MEEDENIYA
- 2021A Survey on Paralinguistics in Tamil Speech ProcessingAnosha Ignatius, Uthayasanker ThayasivamFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2021Autism spectrum disorder diagnosis support model using Inception V3Lakmini Herath, Dulani Meedeniya, M. A. J. C. Marasingha, Vajira Senaka Weerasinghe · International Research Conference on Smart Computing and Systems Engineering (SCSE)From the Staff: PROF. DULANI MEEDENIYA
- 2021Automated Categorization of Privacy Policies Based on User PerspectiveT.A.I. Thotawaththa, Y.T. Gamage, Damika Gamlath, Wei Chee, Dulani Meedeniya · International Conference on Information and Automation for Sustainability (ICIAfS)From the Staff: PROF. DULANI MEEDENIYA
- 2021Bilingual Lexical Induction for Sinhala-English using Cross Lingual Embedding SpacesAdiesha Liyanage, Surangika Ranathunga, Sanath Jayasena · Moratuwa Engineering Research Conference (MERCon)From the Staff: ENG. ASSOCIATE PROF. SANATH JAYASENA
- 2021Capsule Networks for Character Recognition in Low Resource LanguagesChamath Abeysinghe, Indika Perera, Dulani MeedeniyaFrom the Staff: PROF. DULANI MEEDENIYA
- 2021Critical Sentence Identification in Legal Cases Using Multi-Class ClassificationSahan Jayasinghe, Lakith Rambukkanage, Ashan Silva, Nisansa de Silva, Amal Shehan Perera · IEEE International Conference on Industrial and Information Systems (ICIIS)From the Staff: DR. NISANSA DE SILVA
- 2021Cross-platform annotation development for real-time collaborative learningGayashan Rathnavibushana, Kutila Gunasekera · IEEE International Conference on Advanced Learning Technologies (ICALT)From the Staff: DR. KUTILA GUNASEKERA
- 2021Data-Driven Simulation of Ride-Hailing Services Using Imitation and Reinforcement LearningHaritha Jayasinghe, Tarindu Jayatilaka, Ravin Gunawardena, Uthayasanker Thayasivam · Lecture notes in computer scienceFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2021Effect of Dialogue Structure and Memory on Language Emergence in a Multi-task GameKasun Vithanage, Rukshan Wijesinghe, Alex Xavier, Dumindu Tissera, Sanath Jayasena, Subha Fernando · Communications in computer and information scienceFrom the Staff: ENG. ASSOCIATE PROF. SANATH JAYASENA
- 2021End To End Model For Speaker Identification With Minimal Training DataSathiyakugan Balakrishnan, Kanthasamy Jathusan, Uthayasanker Thayasivam · Moratuwa Engineering Research Conference (MERCon)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2021Enhanced sentiment extraction architecture for social media content analysis using capsule networksPiyumal Demotte, Kalana Wijegunarathna, Dulani Meedeniya, Indika Perera · Multimedia Tools and ApplicationsFrom the Staff: PROF. DULANI MEEDENIYA
- 2021Fine-Tuning Self-Supervised Multilingual Sequence-To-Sequence Models for Extremely Low-Resource NMTSarubi Thillainathan, Surangika Ranathunga, Sanath Jayasena · Moratuwa Engineering Research Conference (MERCon)From the Staff: ENG. ASSOCIATE PROF. SANATH JAYASENA
- 2021Frigate: a fast, in-memory tool for counting and querying k-mersGunavaran Brihadiswaran, Sanath Jayasena · International Conference on Bioinformatics and Biomedical Technology (ICBBT)From the Staff: ENG. ASSOCIATE PROF. SANATH JAYASENA
- 2021Glioma Survival Analysis Empowered With Data Engineering—A SurveyNavodini Wijethilake, Dulani Meedeniya, Charith D. Chitraranjan, Indika Perera, Mobarakol Islam, Hongliang Ren · IEEE AccessFrom the Staff: PROF. DULANI MEEDENIYA
- 2021Hypers@DravidianLangTech-EACL2021: Offensive language identification in Dravidian code-mixed YouTube Comments and PostsCharangan Vasantharajan, Uthayasanker ThayasivamFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2021Identifying Legal Party Members from Legal Opinion Documents using Natural Language ProcessingMelonie de Almeida, Chamodi Samarawickrama, Nisansa de Silva, Gathika Ratnayaka, Shehan Perera · International Conference on Information Integration and Web-based Applications & Services (iiWAS)From the Staff: DR. NISANSA DE SILVA
- 2021Identifying Legal Party Members from Legal Opinion Texts Using Natural Language ProcessingChamodi Samarawickrama, Melonie de Almeida, Amal Shehan Perera, Nisansa de Silva, Gathika RatnayakaFrom the Staff: DR. NISANSA DE SILVA
- 2021Identifying the Impacts of Node Mobility on Network Layer Based Active and Passive Attacks in Mobile Ad Hoc Networks: A Simulation PerspectiveUthumansa Ahamed, Shantha Fernando · Communications in computer and information scienceFrom the Staff: ENG. PROF. SHANTHA FERNANDO
- 2021Impact Factors and Best Practices to Improve Effort Estimation Strategies and Practices in DevOpsDulani Meedeniya, Harshanika Thennakoon · International Conference on Information Communication and Management (ICICM)From the Staff: PROF. DULANI MEEDENIYA
- 2021Important Sentence Identification in Legal Cases Using Multi-Class ClassificationSahan Jayasinghe, Lakith Rambukkanage, Ashan Silva, Nisansa de Silva, Amal Shehan Perera · arXiv (Cornell University)From the Staff: DR. NISANSA DE SILVA
- 2021Improved Convergence of Iterative Ontology Alignment using Block-Coordinate DescentUthayasanker Thayasivam, Prashant Doshi · Proceedings of the AAAI Conference on Artificial IntelligenceFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2021Improving Back-Translation with Iterative Filtering and Data Selection for Sinhala-English NMTKoshiya Epaliyana, Surangika Ranathunga, Sanath Jayasena · Moratuwa Engineering Research Conference (MERCon)From the Staff: ENG. ASSOCIATE PROF. SANATH JAYASENA
- 2021Interactive and Adaptive Learning Content Authoring Framework for an M-Learning ToolkitShakyani Jayasiriwardene, Dulani Meedeniya · Conference on Online Teaching for Mobile Education (OT4ME)From the Staff: PROF. DULANI MEEDENIYA
- 2021License plate recognition using neural architecture search for edge devicesJithmi Shashirangana, Heshan Padmasiri, Dulani Meedeniya, Charith Perera, Soumya Ranjan Nayak, Janmenjoy Nayak, Shanmuganathan Vimal, Seifedine Kadry · International Journal of Intelligent SystemsFrom the Staff: PROF. DULANI MEEDENIYA
- 2021MobileNetV2 Based Chest X-Rays ClassificationShammi Kolonne, Chamodi Fernando, Hashara Kumarasinghe, Dulani Meedeniya · International Conference on Decision Aid Sciences and Application (DASA)From the Staff: PROF. DULANI MEEDENIYA
- 2021Offensive Language Identification in Code-Mixed Social Media Posts/CommentsCharangan Vasantharajan, Uthayasanker ThayasivamFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2021On Large-Batch Training of Residual Networks with SignSGDAlex Xavier, Dumindu Tissera, Rukshan Wijesinghe, Kasun Vithanage, Ranga P. Rodrigo, Subha Fernando, Sanath Jayasena · International Conference on Advances in Artificial Intelligence (ICAAI)From the Staff: ENG. ASSOCIATE PROF. SANATH JAYASENA
- 2021Party-based Sentiment Analysis Pipeline for the Legal DomainSahan Jayasinghe, Lakith Rambukkanage, Ashan Silva, Nisansa de Silva, Amal Shehan Perera · International Conference on Advances in ICT for Emerging RegionsFrom the Staff: DR. NISANSA DE SILVA
- 2021Resource aware scheduler for distributed stream processing in cloud native environmentsMadushi Sarathchandra, Chulani Karandana, Winma Heenatigala, Miyuru Dayarathna, Sanath Jayasena · Concurrency and Computation Practice and ExperienceFrom the Staff: ENG. ASSOCIATE PROF. SANATH JAYASENA
- 2021Retrieval-based End-to-End Tamil language Conversational Agent for Closed Domain using Machine LearningKumaran Kugathasan, Uthayasanker Thayasivam · International Conference on Natural Language Processing and Information Retrieval (NLPIR)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2021SAT-Analyser Traceability Management Tool Support for DevOpsIresha Dilhani Rubasinghe, Dulani Meedeniya, Indika Perera · Journal of Information Processing SystemsFrom the Staff: PROF. DULANI MEEDENIYA
- 2021Seeking Sinhala Sentiment: Predicting Facebook Reactions of Sinhala PostsVihanga Jayawickrama, Gihan Weeraprameshwara, Nisansa de Silva, Yudhanjaya Wijeratne · International Conference on Advances in ICT for Emerging RegionsFrom the Staff: DR. NISANSA DE SILVA
- 2021Semantic Oppositeness Assisted Deep Contextual Modeling for Automatic Rumor Detection in Social NetworksNisansa de Silva, Dejing Dou · Conference of the European Chapter of the Association for Computational LinguisticsFrom the Staff: DR. NISANSA DE SILVA
- 2021Short-Term Traffic Forecasting using LSTM-based Deep Learning ModelsDilantha Haputhanthri, Adeesha Wijayasiri · Moratuwa Engineering Research Conference (MERCon)From the Staff: DR. ADEESHA WIJAYASIRI
- 2021Sigmalaw PBSA - A Deep Learning Model for Aspect-Based Sentiment Analysis for the Legal DomainIsanka Rajapaksha, Chanika Ruchini Mudalige, Dilini Karunarathna, Nisansa de Silva, Amal Shehan Perera, Gathika Ratnayaka · Lecture notes in computer scienceFrom the Staff: DR. NISANSA DE SILVA
- 2021SN Computer Science: Towards Offensive Language Identification for Tamil Code-Mixed YouTube Comments and PostsCharangan Vasantharajan, Uthayasanker Thayasivam · arXiv (Cornell University)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2021Speaker-Invariant Speech-to-Intent Classification for Low-Resource LanguagesAnosha Ignatius, Uthayasanker Thayasivam · Lecture notes in computer scienceFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2021Tamizhi-Net OCR: Creating A Quality Large Scale Tamil-Sinhala-English Parallel Corpus Using Deep Learning Based Printed Character Recognition (PCR)Charangan Vasantharajan, Uthayasanker Thayasivam · arXiv (Cornell University)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2021Towards Offensive Language Identification for Tamil Code-Mixed YouTube Comments and PostsCharangan Vasantharajan, Uthayasanker Thayasivam · SN Computer ScienceFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2021Transportation Mode Detection Using Crowdsourced Smartphone DataPramith Nirmal, Ishan Disanayaka, Dilantha Haputhanthri, Adeesha Wijayasiri · Conference of Open Innovations Association (FRUCT)From the Staff: DR. ADEESHA WIJAYASIRI
- 2020A Crowdsourced Gameplay for Whole-Genome Assembly via Short ReadsGihan Gamage, Indika Perera, Dulani Meedeniya, Anuradha Welivita · International Journal of Online and Biomedical Engineering (iJOE)From the Staff: PROF. DULANI MEEDENIYA
- 2020ADHD Identification using Convolutional Neural Network with Seed-based Approach for fMRI DataGangani Ariyarathne, Senuri De Silva, Sanuwani Dayarathna, Dulani Meedeniya, Sampath Jayarathne · International Conference on Software and Computer Applications (ICSCA)From the Staff: PROF. DULANI MEEDENIYA
- 2020Analyzing Subword Techniques to Improve English to Sinhala Neural Machine TranslationRashmini Naranpanawa, Ravinga Perera, Thilakshi Fonseka, Uthayasanker Thayasivam · International Journal of Asian Language ProcessingFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2020An Overview of Utilizing Knowledge Bases in Neural Networks for Question AnsweringSabin Kafle, Nisansa de Silva, Dejing Dou · Information Systems FrontiersFrom the Staff: DR. NISANSA DE SILVA
- 2020A Privacy Preserving Data Publishing Middleware for Unstructured, Textual Social Media DataPrasadi Abeywardana, Uthayasanker ThayasivamFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2020A Review of Supportive Computational Approaches for Neurological Disorder IdentificationDulani Meedeniya, Iresha Dilhani Rubasinghe · Advances in medical diagnosis, treatment, and care (AMDTC) book seriesFrom the Staff: PROF. DULANI MEEDENIYA
- 2020Artefact Consistency Management in DevOps PracticeDulani Meedeniya, Iresha Dilhani Rubasinghe, Indika Perera · Advances in systems analysis, software engineering, and high performance computing book seriesFrom the Staff: PROF. DULANI MEEDENIYA