Harsha Moraliyage

According to our database, Harsha Moraliyage authored at least 12 papers between 2021 and 2023.

Collaborative distances:

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

2023

Automated Machine Learning in Critical Energy Infrastructure for Net Zero Carbon Emissions.

Harsha Moraliyage, Dilantha Haputhanthri, Chamod Samarajeewa, Nishan Mills, Daswin De Silva, Milos Manic, Andrew Jennings

Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

A Cybersecurity Framework for Home Energy Management Systems using Artificial Intelligence.

Lakshitha Gunasekara, Harsha Moraliyage, Daswin De Silva, Nishan Mills, Damminda Alahakoon, Andrew Jennings, Milos Manic

Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

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

Empathic conversational agents for real-time monitoring and co-facilitation of patient-centered healthcare.

Achini Adikari, Daswin De Silva, Harsha Moraliyage, Damminda Alahakoon, Jiahui Wong, Mathew Gancarz, Suja Chackochan, Bomi Park, Rachel Heo, Yvonne Leung

Future Gener. Comput. Syst., 2022

Multimodal Classification of Onion Services for Proactive Cyber Threat Intelligence Using Explainable Deep Learning.

Harsha Moraliyage, Vidura Sumanasena, Daswin De Silva, Rashmika Nawaratne, Lina Sun, Damminda Alahakoon

IEEE Access, 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

An Artificial Intelligence Framework for the Detection of Emotion Transitions in Telehealth Services.

Sajani Ranasinghe, Gihan Gamage, Harsha Moraliyage, Nishan Mills, Nikki McCaffrey, Jessica Bucholc, Katherine Lane, Angela Cahill, Victoria White, Daswin De Silva

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

UNICON: An Open Dataset of Electricity, Gas and Water Consumption in a Large Multi-Campus University Setting.

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

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

Evaluating the Adversarial Robustness of Text Classifiers in Hyperdimensional Computing.

Harsha Moraliyage, Sachin Kahawala, Daswin De Silva, 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

Comparative Evaluation of Gradient Boosting with Active Thresholding and Model Explainability for Peak Demand Forecasting.

Sachin Kahawala, Dilantha Haputhanthri, Harsha Moraliyage, Shashini Wimalaratne, Damminda Alahakoon, Andrew Jennings

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

2021

A Novel Anomaly Detection Approach to Secure APIs from Cyberattacks.

Arshardh Ifthikar, Nipun Thennakoon, Sanjeewa Malalgoda, Harsha Moraliyage, Thamindu Jayawickrama, Tiroshan Madushanka, Saman Hettiarachchi

Proceedings of the Workshop on AI and Cybersecurity (AI-Cybersec 2021) co-located with 41st SGAI International Conference on Artificial Intelligence (SGAI 2021), 2021