Nishan Mills

According to our database, Nishan Mills authored at least 23 papers between 2020 and 2026.

Collaborative distances:

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

2026

Addressing hallucinations in generative AI agents using observability and dual memory knowledge graphs.

Amali Matharaarachchi, Harsha Moraliyage, Nishan Mills, Gihan Gamage, Daswin De Silva, Milos Manic

Knowl. Based Syst., 2026

2025

Robotic Motion Intelligence Using Vector Symbolic Architectures and Blockchain-Based Smart Contracts.

Daswin De Silva, Sudheera Withanage, Vidura Sumanasena, Lakshitha Gunasekara, Harsha Moraliyage, Nishan Mills, Milos Manic

Robotics, April, 2025

Generative AI Agents for Bedside Sleep Apnea Detection and Sleep Coaching.

Ashan Dhananjaya, Gihan Gamage, Sivaluxman Sivananthavel, Nishan Mills, Daswin De Silva, Milos Manic

Mach. Learn. Knowl. Extr., 2025

Generative AI Agents for Hyper Predictive Maintenance of Solar Energy Systems.

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

Proceedings of the 51st Annual Conference of the IEEE Industrial Electronics Society, 2025

2024

Emotion AWARE: an artificial intelligence framework for adaptable, robust, explainable, and multi-granular emotion analysis.

Gihan Gamage, Daswin De Silva, Nishan Mills, Damminda Alahakoon, Milos Manic

J. Big Data, December, 2024

The Human-Centred Design of a Universal Module for Artificial Intelligence Literacy in Tertiary Education Institutions.

Daswin De Silva, Shalinka Jayatilleke, Mona El-Ayoubi, Zafar Issadeen, Harsha Moraliyage, Nishan Mills

Mach. Learn. Knowl. Extr., June, 2024

A cloud-based architecture for explainable Big Data analytics using self-structuring Artificial Intelligence.

Nishan Mills, Zafar Issadeen, Amali Matharaarachchi, Tharindu R. Bandaragoda, Daswin De Silva, Andrew Jennings, Milos Manic

Discov. Artif. Intell., 2024

Large Language Model for Extreme Electricity Price Forecasting in the Australia Electricity Market.

Chen Liu, Linzhe Cai, Geordie Dalzell, Nishan Mills

Proceedings of the 50th Annual Conference of the IEEE Industrial Electronics Society, 2024

Addressing the Productivity Paradox in Healthcare with Retrieval Augmented Generative AI Chatbots.

Sajani Ranasinghe, Daswin De Silva, Nishan Mills, Damminda Alahakoon, Milos Manic, Yen Lim, Weranja Ranasinghe

Proceedings of the IEEE International Conference on Industrial Technology, 2024

Multi-Agent RAG Chatbot Architecture for Decision Support in Net-Zero Emission Energy Systems.

Gihan Gamage, Nishan Mills, Daswin De Silva, Milos Manic, Harsha Moraliyage, Andrew Jennings, Damminda Alahakoon

Proceedings of the IEEE International Conference on Industrial Technology, 2024

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

Augmenting Industrial Chatbots in Energy Systems using ChatGPT Generative AI.

Gihan Gamage, Sachin Kahawala, Nishan Mills, Daswin De Silva, Milos Manic, Damminda Alahakoon, Andrew Jennings

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

ChatGPT and Generative AI Guidelines for Addressing Academic Integrity and Augmenting Pre-Existing Chatbots.

Daswin De Silva, Nishan Mills, Mona El-Ayoubi, Milos Manic, Damminda Alahakoon

Proceedings of the IEEE International Conference on Industrial Technology, 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

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

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

2021

A self structuring artificial intelligence framework for deep emotions modeling and analysis on the social web.

Achini Adikari, Gihan Gamage, Daswin De Silva, Nishan Mills, Sze-Meng Jojo Wong, Damminda Alahakoon

Future Gener. Comput. Syst., 2021

2020

Generating Situational Awareness of Pedestrian and Vehicular Movement in Urban Areas Using IoT Data Streams.

Nishan Mills, Daswin De Silva, Damminda Alahakoon

IEEE Internet Things J., 2020