Prabod Rathnayaka

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Damminda AlahakoonProfessor, La Trobe UniversityVerified email at latrobe.edu.au
Daswin De SilvaCentre for Data Analytics and Cognition, La Trobe UniversityVerified email at ieee.org
Nishan MillsLa Trobe UniversityVerified email at latrobe.edu.au
Andrew JenningsLa Trobe UniversityVerified email at latrobe.edu.au
Harsha Kumara MoraliyageCentre for Data Analytics and Cognition, La Trobe UniversityVerified email at latrobe.edu.au
Malaka J. WalpolaSenior Lecturer, Department of Computer Science & Engineering, University of MoratuwaVerified email at cse.mrt.ac.lk
Supun AbeysinghePurdue UniversityVerified email at purdue.edu
Isura ManchanayakePh.D. CandidateVerified email at student.unimelb.edu.au
Rashmika NawaratneAdjunct Research Fellow, La Trobe UniversityVerified email at latrobe.edu.au
Tharindu BandaragodaResearch Centre for Data Analytics & Cognition, La Trobe UniversityVerified email at latrobe.edu.au
Professor Richard GrayLa Trobe University, Melbourne, AustraliaVerified email at latrobe.edu.au
Su NguyenRMIT UniversityVerified email at rmit.edu.au
Gihan GamagePhD candidate, Centre for Data Analytics and Cognition, La Trobe University, Australia.Verified email at latrobe.edu.au
Vinoj JayasundaraGraduate Student, University of Maryland, College Park, USAVerified email at umd.edu
Amal Shehan PereraSenior Lecturer in Computer Science & Engineering, University of MoratuwaVerified email at cse.mrt.ac.lk
Milos Manic, Professor, IEEE FellowProfessor of Comp. Science, Director of Cybersecurity Center, Virginia Commonwealth UniversityVerified email at ieee.org
Shih-Fen ChengSchool of Computing and Information Systems, Singapore Management UniversityVerified email at smu.edu.sg

Prabod Rathnayaka

Centre for Data Analytics & Cognition, La Trobe University

Verified email at latrobe.edu.au - Homepage

Natural Language Processing Machine Learning


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A mental health chatbot with cognitive skills for personalised behavioural activation and remote health monitoring P Rathnayaka, N Mills, D Burnett, D De Silva, D Alahakoon, R Gray Sensors 22 (10), 3653, 2022	55	2022
Gated recurrent neural network approach for multilabel emotion detection in microblogs P Rathnayaka, S Abeysinghe, C Samarajeewa, I Manchanayake, ... arXiv preprint arXiv:1907.07653, 2019	20	2019
Sentylic at IEST 2018: Gated recurrent neural network and capsule network based approach for implicit emotion detection P Rathnayaka, S Abeysinghe, C Samarajeewa, I Manchanayake, ... arXiv preprint arXiv:1809.01452, 2018	17	2018
Enhancing decision making capacity in tourism domain using social media analytics S Abeysinghe, I Manchanayake, C Samarajeewa, P Rathnayaka, ... 2018 18th International Conference on Advances in ICT for Emerging Regions …, 2018	14	2018
A robust artificial intelligence approach with explainability for measurement and verification of energy efficient infrastructure for net zero carbon emissions H Moraliyage, S Dahanayake, D De Silva, N Mills, P Rathnayaka, ... Sensors 22 (23), 9503, 2022	8	2022
Unicon: An open dataset of electricity, gas and water consumption in a large multi-campus university setting H Moraliyage, N Mills, P Rathnayake, D De Silva, A Jennings 2022 15th International Conference on Human System Interaction (HSI), 1-8, 2022	6	2022
Cloud edge architecture leveraging artificial intelligence and analytics for microgrid energy optimisation and net zero carbon emissions N Mills, P Rathnayaka, H Moraliyage, D De Silva, A Jennings 2022 15th International Conference on Human System Interaction (HSI), 1-7, 2022	6	2022
Cooee: An artificial intelligence chatbot for complex energy environments G Gamage, N Mills, P Rathnayaka, A Jennings, D Alahakoon 2022 15th International Conference on Human System Interaction (HSI), 1-5, 2022	3	2022
Specialist vs generalist: A transformer architecture for global forecasting energy time series P Rathnayaka, H Moraliyage, N Mills, D De Silva, A Jennings 2022 15th International Conference on Human System Interaction (HSI), 1-5, 2022	2	2022
Kidney Tumor Detection using Attention based U-Net P Rathnayaka, V Jayasundara, R Nawaratne, D De Silva, W Ranasinghe, ... University of Minnesota Libraries Publishing, 2019	2	2019
Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial Intelligence K Prabagar, K Srikandabala, N Loganathan, D De Silva, G Gamage, ... 2022 15th International Conference on Human System Interaction (HSI), 1-6, 2022	1	2022
A Computational Study to Evaluate and Compare Machine Learning-Based Energy Baseline Models Across Multiple Building Types J Wu, S Nguyen, D Alahakoon, D De Silva, N Mills, P Rathnayaka, ... Available at SSRN 4195468, 0	1
A Comparative Analysis of Machine Learning-Based Energy Baseline Models across Multiple Building Types J Wu, S Nguyen, D Alahakoon, D De Silva, N Mills, P Rathnayaka, ... Energies 17 (6), 1285, 2024		2024
M²–CNN: A Macro-Micro Model for Taxi Demand Prediction SF Cheng, P Rathnayaka 2023 IEEE International Conference on Big Data (BigData), 1395-1402, 2023		2023
EmoZen: A Robust Word Embedding for Implicit and Explicit Expressions of Emotion P Rathnayaka, G Gamage, D De Silva, D Alahakoon, M Manic IECON 2023-49th Annual Conference of the IEEE Industrial Electronics Society …, 2023		2023

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