Prabod Rathnayaka

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 12

Top Topics

Artificial Intelligence

Greenhouse Gas Emissions

Top Venues

Publications

Shih-Fen Cheng, Prabod Rathnayaka
M²-CNN: A Macro-Micro Model for Taxi Demand Prediction. BigData (2023)
Prabod Rathnayaka, Gihan Gamage, Daswin De Silva, Damminda Alahakoon, Milos Manic
EmoZen: A Robust Word Embedding for Implicit and Explicit Expressions of Emotion. IECON (2023)
Gihan Gamage, Nishan Mills, Prabod Rathnayaka, Andrew Jennings, Damminda Alahakoon
Cooee: An Artificial Intelligence Chatbot for Complex Energy Environments. HSI (2022)
Prabod Rathnayaka, Nishan Mills, Donna Burnett, Daswin De Silva, Damminda Alahakoon, Richard Gray
A Mental Health Chatbot with Cognitive Skills for Personalised Behavioural Activation and Remote Health Monitoring. Sensors 22 (10) (2022)
Harsha Moraliyage, Sanoshi Dahanayake, Daswin De Silva, Nishan Mills, Prabod Rathnayaka, Su Nguyen, Damminda Alahakoon, Andrew Jennings
A Robust Artificial Intelligence Approach with Explainability for Measurement and Verification of Energy Efficient Infrastructure for Net Zero Carbon Emissions. Sensors 22 (23) (2022)
Nishan Mills, Prabod Rathnayaka, Harsha Moraliyage, Daswin De Silva, Andrew Jennings
Cloud Edge Architecture Leveraging Artificial Intelligence and Analytics for Microgrid Energy Optimisation and Net Zero Carbon Emissions. HSI (2022)
Kirishnni Prabagar, Kogul Srikandabala, Nilaan Loganathan, Daswin De Silva, Gihan Gamage, Prabod Rathnayaka, Amal Shehan Perera, Damminda Alahakoon
Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial Intelligence. HSI (2022)
Prabod Rathnayaka, Harsha Moraliyage, Nishan Mills, Daswin De Silva, Andrew Jennings
Specialist vs Generalist: A Transformer Architecture for Global Forecasting Energy Time Series. HSI (2022)
Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa, Isura Manchanayake, Malaka J. Walpola, Rashmika Nawaratne, Tharindu R. Bandaragoda, Damminda Alahakoon
Gated Recurrent Neural Network Approach for Multilabel Emotion Detection in Microblogs. CoRR (2019)
Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa, Isura Manchanayake, Malaka J. Walpola
Sentylic at IEST 2018: Gated Recurrent Neural Network and Capsule Network Based Approach for Implicit Emotion Detection. CoRR (2018)
Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa, Isura Manchanayake, Malaka J. Walpola
Sentylic at IEST 2018: Gated Recurrent Neural Network and Capsule Network Based Approach for Implicit Emotion Detection. WASSA@EMNLP (2018)
Supun Abeysinghe, Isura Manchanayake, Chamod Samarajeewa, Prabod Rathnayaka, Malaka J. Walpola, Rashmika Nawaratne, Tharindu R. Bandaragoda, Damminda Alahakoon
Enhancing Decision Making Capacity in Tourism Domain Using Social Media Analytics. CoRR (2018)