Publications
580 publications
- 2022A Knowledge-based Adaptive Algorithm to Recommend Interactive Learning AssessmentsShakyani Jayasiriwardene, Dulani Meedeniya · International Conference on Advanced Research in Computing (ICARC)From the Staff: PROF. DULANI MEEDENIYA
- 2022Aspect-based Sentiment Analysis on Mobile Application ReviewsSadeep Gunathilaka, Nisansa de Silva · International Conference on Advances in ICT for Emerging RegionsFrom the Staff: DR. NISANSA DE SILVA
- 2022Attention U-Net for Glaucoma Identification Using Fundus Image SegmentationThisara Shyamalee, Dulani Meedeniya · International Conference on Decision Aid Sciences and Applications (DASA)From the Staff: PROF. DULANI MEEDENIYA
- 2022Automated License Plate Recognition for Resource-Constrained EnvironmentsHeshan Padmasiri, Jithmi Shashirangana, Dulani Meedeniya, OMER F. RANA, Charith Perera · SensorsFrom the Staff: PROF. DULANI MEEDENIYA
- 2022BERTifying Sinhala - A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text ClassificationVinura Dhananjaya, Piyumal Demotte, Surangika Ranathunga, Sanath Jayasena · Language Resources and Evaluation Conference (LREC)From the Staff: ENG. ASSOCIATE PROF. SANATH JAYASENA
- 2022Chest Radiographs Classification Using Multi-model Deep Learning: A Comparative StudyChamodi Fernando, Shammi Kolonne, Hashara Kumarasinghe, Dulani Meedeniya · International Conference on Advanced Research in Computing (ICARC)From the Staff: PROF. DULANI MEEDENIYA
- 2022Chest X-ray analysis empowered with deep learning: A systematic reviewDulani Meedeniya, Hashara Kumarasinghe, Shammi Kolonne, Chamodi Fernando, Isabel de la Torre Díez, Gonçalo Marques · Applied Soft ComputingFrom the Staff: PROF. DULANI MEEDENIYA
- 2022CNN Based Fundus Images Classification For Glaucoma IdentificationThisara Shyamalee, Dulani Meedeniya · International Conference on Advanced Research in Computing (ICARC)From the Staff: PROF. DULANI MEEDENIYA
- 2022Combining Long-Term Recurrent Convolutional and Graph Convolutional Networks to Detect Phishing Sites Using URL and HTMLSubhash N. Ariyadasa, Shantha Fernando, Subha Fernando · IEEE AccessFrom the Staff: ENG. PROF. SHANTHA FERNANDO
- 2022Context Sensitive Verb Similarity Dataset for Legal Information ExtractionGathika Ratnayaka, Nisansa de Silva, Amal Shehan Perera, Gayan Kavirathne, Thirasara Ariyarathna, Anjana Wijesinghe · DataFrom the Staff: DR. NISANSA DE SILVA
- 2022Customer Gaze Estimation in Retail Using Deep LearningShashimal Senarath, Primesh Pathirana, Dulani Meedeniya, Sampath Jayarathna · IEEE AccessFrom the Staff: PROF. DULANI MEEDENIYA
- 2022Deep Learning based Hand-Drawn Molecular Structure Recognition and 3D Visualisation using Augmented RealityJayampathi Adhikari, Malith Aththanayake, Charith Kavinda Kularathna, Adeesha Wijayasiri, Aravinda Munasinghe · International Conference on Advances in ICT for Emerging RegionsFrom the Staff: DR. ADEESHA WIJAYASIRI
- 2022Deep learning-based prediction for stand age and land utilization of rubber plantationIndra Mahakalanda, Piyumal Demotte, Indika Perera, Dulani Meedeniya, Wasana Wijesuriya, Lakshman Rodrigo · Elsevier eBooksFrom the Staff: PROF. DULANI MEEDENIYA
- 2022Domain Specific Intent Classification with BiLSTMJayani Hellarawa, Uthayasanker Thayasivam · International Conference on Asian Language ProcessingFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2022Domain specific Named Entity Recognition in TamilRubika Murugathas, Uthayasanker Thayasivam · Moratuwa Engineering Research Conference (MERCon)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2022Domain specific Question & Answer generation in TamilRubika Murugathas, Uthayasanker Thayasivam · International Conference on Asian Language ProcessingFrom the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2022Eye gaze estimation: A survey on deep learning-based approachesPrimesh Pathirana, Shashimal Senarath, Dulani Meedeniya, Sampath Jayarathna · Expert Systems with ApplicationsFrom the Staff: PROF. DULANI MEEDENIYA
- 2022Facebook for Sentiment Analysis: Baseline Models to Predict Facebook Reactions of Sinhala PostsVihanga Jayawickrama, Gihan Weeraprameshwara, Nisansa de Silva, Yudhanjaya Wijeratne · International Journal on Advances in ICT for Emerging Regions (ICTer)From the Staff: DR. NISANSA DE SILVA
- 2022Glaucoma Detection with Retinal Fundus Images Using Segmentation and ClassificationThisara Shyamalee, Dulani Meedeniya · Machine Intelligence ResearchFrom the Staff: PROF. DULANI MEEDENIYA
- 2022Guaranteeing Service Level Agreements for Triangle Counting via Observation-based Admission Control AlgorithmChinthaka Weerakkody, Miyuru Dayarathna, Sanath Jayasena, Toyotaro Suzumura · IEEE ... International Conference on Cloud ComputingFrom the Staff: ENG. ASSOCIATE PROF. SANATH JAYASENA
- 2022Identification of Road Surface Anomalies Using Crowdsourced Smartphone Sensor DataY. T. Gamage, T.A.I. Thotawaththa, Adeesha Wijayasiri · International Conference on Advances in ICT for Emerging RegionsFrom the Staff: DR. ADEESHA WIJAYASIRI
- 2022Improving English to Sinhala Neural Machine Translation using Part-of-Speech TagRavinga Perera, Thilakshi Fonseka, Rashmini Naranpanawa, Uthayasanker Thayasivam · arXiv (Cornell University)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2022Interpretable Machine Learning for Brain Tumor Analysis Using MRISasmitha Dasanayaka, Sanju Silva, Vimuth Shantha, Dulani Meedeniya, Thanuja D. Ambegoda · International Conference on Advanced Research in Computing (ICARC)From the Staff: PROF. DULANI MEEDENIYA
- 2022Interpretable machine learning for brain tumour analysis using MRI and whole slide imagesSasmitha Dasanayaka, Vimuth Shantha, Sanju Silva, Dulani Meedeniya, Thanuja D. Ambegoda · Software ImpactsFrom the Staff: PROF. DULANI MEEDENIYA
- 2022Language Model-Based Spell-Checker for Sri Lankan Names and AddressesYasith Udagedara, Bashana Elikewela, Uthayasanker Thayasivam · Moratuwa Engineering Research Conference (MERCon)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2022Legal Party Extraction from Legal Opinion Texts Using Recurrent Deep Neural NetworksChamodi Samarawickrama, Melonie de Almeida, Nisansa de Silva, Gathika Ratnayaka, Amal Shehan Perera · Journal of Data IntelligenceFrom the Staff: DR. NISANSA DE SILVA
- 2022Lightweight Security Mechanism to Mitigate Active Attacks in a Mobile Ad-hoc NetworkUthumansa Ahamed, Shantha Fernando · International Journal of Electronics and TelecommunicationsFrom the Staff: ENG. PROF. SHANTHA FERNANDO
- 2022Low Resource Multi-ASR Speech Command RecognitionIsham Mohamed, Uthayasanker Thayasivam · Moratuwa Engineering Research Conference (MERCon)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2022Machine Learning Operations: A Survey on MLOps Tool SupportNipuni Tharushika Hewage, Dulani Meedeniya · arXiv (Cornell University)From the Staff: PROF. DULANI MEEDENIYA
- 2022Measuring Road Roughness through Crowdsourcing while Minimizing the Conditional EffectsY. T. Gamage, T.A.I. Thotawaththa, Adeesha Wijayasiri · International Journal of Intelligent Transportation Systems ResearchFrom the Staff: DR. ADEESHA WIJAYASIRI
- 2022Mole-ARAdeesha Wijayasiri, Aravinda Munasinghe, Malith Aththanayake, Jayampathi Adhikari, Charith Kavinda Kularathna · SSRN Electronic JournalFrom the Staff: DR. ADEESHA WIJAYASIRI
- 2022Neural mixture models with expectation-maximization for end-to-end deep clusteringDumindu Tissera, Kasun Vithanage, Rukshan Wijesinghe, Alex Xavier, Sanath Jayasena, Subha Fernando, Ranga P. Rodrigo · NeurocomputingFrom the Staff: ENG. ASSOCIATE PROF. SANATH JAYASENA
- 2022Optimize Transfer Learning for Autism Spectrum Disorder Classification with Neuroimaging: A Comparative StudyLakmini Herath, Dulani Meedeniya, Janaka Marasingha, Vajira Senaka Weerasinghe · International Conference on Advanced Research in Computing (ICARC)From the Staff: PROF. DULANI MEEDENIYA
- 2022PhishRepo: A Seamless Collection of Phishing Data to Fill a Research Gap in the Phishing DomainSubhash N. Ariyadasa, Shantha Fernando, Subha Fernando · International Journal of Advanced Computer Science and ApplicationsFrom the Staff: ENG. PROF. SHANTHA FERNANDO
- 2022Prediction of paddy cultivation using deep learning on land cover variation for sustainable agricultureDulani Meedeniya, Indra Mahakalanda, Damitha Lenadora, Indika Perera, Supun Hewawalpita, Chamath Abeysinghe, Soumya Ranjan Nayak · Elsevier eBooksFrom the Staff: PROF. DULANI MEEDENIYA
- 2022Quality at a Glance: An Audit of Web-Crawled Multilingual DatasetsJulia Kreutzer, Isaac Rayburn Caswell, Lisa Wang, Ahsan Wahab, Daan van Esch, Nasanbayar Ulzii-Orshikh, Allahsera Auguste Tapo, Nishant Subramani, Artem Sokolov, Claytone Sikasote, Monang Setyawan, Supheakmungkol Sarin, Sokhar Samb, Benoît Sagot, Clara E. Rivera, Annette Rios, Isabel Papadimitriou, Salomey Osei, Pedro Ortiz Suárez, Iroro Orife, Kelechi Ogueji, Andre Niyongabo Rubungo, Toan Quang Nguyen, Mathias Müller, André Müller, Shamsuddeen Hassan Muhammad, Nanda Muhammad, Ayanda Mnyakeni, Jamshidbek Mirzakhalov, Tapiwanashe Matangira, Colin Leong, Nze Lawson, Sneha Kudugunta, Yacine Jernite, Mathias Jenny, Orhan Fırat, Bonaventure F. P. Dossou, Sakhile Dlamini, Nisansa de Silva, Sakine Çabuk‐Ballı, Stella Biderman, Alessia Battisti, Ahmed Baruwa, Ankur Bapna, Pallavi N. Baljekar, Israel Abebe Azime, Ayodele Awokoya, Duygu Ataman, Orevaoghene Ahia, Oghenefego Ahia, Sweta Agrawal, Mofetoluwa Adeyemi · Transactions of the Association for Computational LinguisticsFrom the Staff: DR. NISANSA DE SILVA
- 2022Quill: A Memory Efficient k-mer Counting and k-mer Querying Tool for Commodity ClustersBudvin Edippuliarachchi, Damika Gamlath, Ruchin Amaratunga, Gunavaran Brihadiswaran, Sanath Jayasena · International Conference on Bioinformatics and Biomedical Technology (ICBBT)From the Staff: ENG. ASSOCIATE PROF. SANATH JAYASENA
- 2022Retail Gaze: A Dataset for Gaze Estimation in Retail EnvironmentsShashimal Senarath, Primesh Pathirana, Dulani Meedeniya, Sampath Jayarathna · International Conference on Decision Aid Sciences and Applications (DASA)From the Staff: PROF. DULANI MEEDENIYA
- 2022Selecting Optimum Seed Words for Wordle using Character StatisticsNisansa de Silva · Moratuwa Engineering Research Conference (MERCon)From the Staff: DR. NISANSA DE SILVA
- 2022Semi-Automatic Alignment of Multilingual Parts of Speech TagsetsYashothara, S., Uthayasanker, R. T., Dias, G., V, Jayasena, S. · Computacion Y SistemasFrom the Staff: ENG. ASSOCIATE PROF. SANATH JAYASENA, Prof. UTHAYASANKER THAYASIVAM
- 2022Sentiment Analysis with Deep Learning Models: A Comparative Study on a Decade of Sinhala Language Facebook DataGihan Weeraprameshwara, Vihanga Jayawickrama, Nisansa de Silva, Yudhanjaya Wijeratne · International Conference on Artificial Intelligence in Electronics Engineering (AIEE)From the Staff: DR. NISANSA DE SILVA
- 2022Shadow Removal for Documents with Reflective Textured SurfaceAhrooran Ravindran, Uthayamalini Arudselvam, Uthayasanker Thayasivam · Moratuwa Engineering Research Conference (MERCon)From the Staff: Prof. UTHAYASANKER THAYASIVAM
- 2022SigmaLaw PBSA - A Deep Learning Approach For Aspect Based Sentiment Analysis in Legal Opinion TextsIsanka Rajapaksha, Chanika Ruchini Mudalige, Dilini Karunarathna, Nisansa de Silva, Gathika Ratnayaka, and Amal Shehan Perera · Journal of Data IntelligenceFrom the Staff: DR. NISANSA DE SILVA
- 2022Single-User 2D Gaze Estimation in Retail Environment Using Deep LearningPrimesh Pathirana, Shashimal Senarath, Dulani Meedeniya, Sampath Jayarathna · International Conference on Advanced Research in Computing (ICARC)From the Staff: PROF. DULANI MEEDENIYA
- 2022Sinhala Sentence Embedding: A Two-Tiered Structure for Low-Resource LanguagesGihan Weeraprameshwara, Vihanga Jayawickrama, Nisansa de Silva, Yudhanjaya Wijeratne · arXiv (Cornell University)From the Staff: DR. NISANSA DE SILVA
- 2022Some Languages are More Equal than Others: Probing Deeper into the Linguistic Disparity in the NLP WorldSurangika Ranathunga, Nisansa de Silva · Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the International Joint Conference on Natural Language Processing (AACL-IJCNLP)From the Staff: DR. NISANSA DE SILVA
- 2022Synthesis and Evaluation of a Domain-specific Large Data Set for Dungeons & DragonsAkila Peiris, Nisansa de Silva · arXiv (Cornell University)From the Staff: DR. NISANSA DE SILVA
- 2022Towards a Low-cost WiFi based Real-time Human Activity Recognition SystemHiran Lowe, Minul Lamahewage, Kutila Gunasekera · IEEE International Conference on Omni-layer Intelligent Systems (COINS)From the Staff: DR. KUTILA GUNASEKERA
- 2022Towards an Adaptive Communication Framework for Smart DevicesK.D.C.J. Perera, Jude Ranidu, Kutila Gunasekera · Moratuwa Engineering Research Conference (MERCon)From the Staff: DR. KUTILA GUNASEKERA
- 2022U-Net Based Chest X-ray Segmentation with Ensemble Classification for Covid-19 and PneumoniaHashara Kumarasinghe, Shammi Kolonne, Chamodi Fernando, Dulani Meedeniya · International Journal of Online and Biomedical Engineering (iJOE)From the Staff: PROF. DULANI MEEDENIYA