Sachin Kahawala

According to our database, Sachin Kahawala authored at least 9 papers between 2021 and 2024.

Collaborative distances:

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

2024

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., May, 2024

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

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

Proceedings of the International Joint Conference on Neural Networks, 2022

Evaluating Complex Sparse Representation of Hypervectors for Unsupervised Machine Learning.

Dilantha Haputhanthri, Evgeny Osipov, Sachin Kahawala, Daswin De Silva, Thimal Kempitiya, Damminda Alahakoon

Proceedings of the International Joint Conference on Neural Networks, 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

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

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 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

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

Proceedings of the IECON 2021, 2021