Prabod Rathnayaka

According to our database, Prabod Rathnayaka authored at least 11 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

EmoZen: A Robust Word Embedding for Implicit and Explicit Expressions of Emotion.

Prabod Rathnayaka, Gihan Gamage, Daswin De Silva, Damminda Alahakoon, Milos Manic

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

M²-CNN: A Macro-Micro Model for Taxi Demand Prediction.

Shih-Fen Cheng, Prabod Rathnayaka

Proceedings of the IEEE International Conference on Big Data, 2023

2022

A Mental Health Chatbot with Cognitive Skills for Personalised Behavioural Activation and Remote Health Monitoring.

Prabod Rathnayaka, Nishan Mills, Donna Burnett, Daswin De Silva, Damminda Alahakoon, Richard Gray

Sensors, 2022

A Robust Artificial Intelligence Approach with Explainability for Measurement and Verification of Energy Efficient Infrastructure for Net Zero Carbon Emissions.

Harsha Moraliyage, Sanoshi Dahanayake, Daswin De Silva, Nishan Mills, Prabod Rathnayaka, Su Nguyen, Damminda Alahakoon, Andrew Jennings

Sensors, 2022

Specialist vs Generalist: A Transformer Architecture for Global Forecasting Energy Time Series.

Prabod Rathnayaka, Harsha Moraliyage, Nishan Mills, Daswin De Silva, Andrew Jennings

Proceedings of the 15th International Conference on Human System Interaction, 2022

Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial Intelligence.

Kirishnni Prabagar, Kogul Srikandabala, Nilaan Loganathan, Daswin De Silva, Gihan Gamage, Prabod Rathnayaka, Amal Shehan Perera, Damminda Alahakoon

Proceedings of the 15th International Conference on Human System Interaction, 2022

Cloud Edge Architecture Leveraging Artificial Intelligence and Analytics for Microgrid Energy Optimisation and Net Zero Carbon Emissions.

Nishan Mills, Prabod Rathnayaka, Harsha Moraliyage, Daswin De Silva, Andrew Jennings

Proceedings of the 15th International Conference on Human System Interaction, 2022

Cooee: An Artificial Intelligence Chatbot for Complex Energy Environments.

Gihan Gamage, Nishan Mills, Prabod Rathnayaka, Andrew Jennings, Damminda Alahakoon

Proceedings of the 15th International Conference on Human System Interaction, 2022

2019

Gated Recurrent Neural Network Approach for Multilabel Emotion Detection in Microblogs.

Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa, Isura Manchanayake, Malaka J. Walpola, Rashmika Nawaratne, Tharindu R. Bandaragoda, Damminda Alahakoon

CoRR, 2019

2018

Enhancing Decision Making Capacity in Tourism Domain Using Social Media Analytics.

Supun Abeysinghe, Isura Manchanayake, Chamod Samarajeewa, Prabod Rathnayaka, Malaka J. Walpola, Rashmika Nawaratne, Tharindu R. Bandaragoda, Damminda Alahakoon

CoRR, 2018

Sentylic at IEST 2018: Gated Recurrent Neural Network and Capsule Network Based Approach for Implicit Emotion Detection.

Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa, Isura Manchanayake, Malaka J. Walpola

Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, 2018