Learning Rule Optimization and Comparative Evaluation of Accelerated Self-Organizing Maps for Industrial Applications. - Madhavi Gayathri; Amanda Ariyaratne; Sachin Kahawala; Daswin De Silva; Damminda Alahakoon; Vishaka Nanayakkara; Evgeny Osipov; Xinghuo Yu 001 (IECON, 2021)

A Generative Latent Space Approach for Real-Time Road Surveillance in Smart Cities. - Rashmika Nawaratne; Sachin Kahawala; Su Nguyen; Daswin De Silva (IEEE Trans. Ind. Informatics, 2021)

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 (HSI, 2022)

Evaluating the Adversarial Robustness of Text Classifiers in Hyperdimensional Computing. - Harsha Moraliyage; Sachin Kahawala; Daswin De Silva; Damminda Alahakoon (HSI, 2022)

UNISOLAR: An Open Dataset of Photovoltaic Solar Energy Generation in a Large Multi-Campus University Setting. - Shashini Wimalaratne; Dilantha Haputhanthri; Sachin Kahawala; Gihan Gamage; Damminda Alahakoon; Andrew Jennings (HSI, 2022)

Evaluating Complex Sparse Representation of Hypervectors for Unsupervised Machine Learning. - Dilantha Haputhanthri; Evgeny Osipov; Sachin Kahawala; Daswin De Silva; Thimal Kempitiya; Damminda Alahakoon (IJCNN, 2022)

Parameterization of Vector Symbolic Approach for Sequence Encoding Based Visual Place Recognition. - Thimal Kempitiya; Daswin De Silva; Sachin Kahawala; Dilantha Haputhanthri; Damminda Alahakoon; Evgeny Osipov (IJCNN, 2022)

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 (ISIE, 2023)

Hyperseed: Unsupervised Learning With Vector Symbolic Architectures. - Evgeny Osipov; Sachin Kahawala; Dilantha Haputhanthri; Thimal Kempitiya; Daswin De Silva; Damminda Alahakoon; Denis Kleyko (IEEE Trans. Neural Networks Learn. Syst., 2024)