Sachin Kahawala

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Demand Forecasting

Unsupervised Learning

Labeled Documents

Top Venues

Publications

Evgeny Osipov, Sachin Kahawala, Dilantha Haputhanthri, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Denis Kleyko
Hyperseed: Unsupervised Learning With Vector Symbolic Architectures. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Gihan Gamage, Sachin Kahawala, Nishan Mills, Daswin De Silva, Milos Manic, Damminda Alahakoon, Andrew Jennings
Augmenting Industrial Chatbots in Energy Systems using ChatGPT Generative AI. ISIE (2023)
Shashini Wimalaratne, Dilantha Haputhanthri, Sachin Kahawala, Gihan Gamage, Damminda Alahakoon, Andrew Jennings
UNISOLAR: An Open Dataset of Photovoltaic Solar Energy Generation in a Large Multi-Campus University Setting. HSI (2022)
Sachin Kahawala, Dilantha Haputhanthri, Harsha Moraliyage, Shashini Wimalaratne, Damminda Alahakoon, Andrew Jennings
Comparative Evaluation of Gradient Boosting with Active Thresholding and Model Explainability for Peak Demand Forecasting. HSI (2022)
Harsha Moraliyage, Sachin Kahawala, Daswin De Silva, Damminda Alahakoon
Evaluating the Adversarial Robustness of Text Classifiers in Hyperdimensional Computing. HSI (2022)
Dilantha Haputhanthri, Evgeny Osipov, Sachin Kahawala, Daswin De Silva, Thimal Kempitiya, Damminda Alahakoon
Evaluating Complex Sparse Representation of Hypervectors for Unsupervised Machine Learning. IJCNN (2022)
Thimal Kempitiya, Daswin De Silva, Sachin Kahawala, Dilantha Haputhanthri, Damminda Alahakoon, Evgeny Osipov
Parameterization of Vector Symbolic Approach for Sequence Encoding Based Visual Place Recognition. IJCNN (2022)
Rashmika Nawaratne, Sachin Kahawala, Su Nguyen, Daswin De Silva
A Generative Latent Space Approach for Real-Time Road Surveillance in Smart Cities. IEEE Trans. Ind. Informatics 17 (7) (2021)
Madhavi Gayathri, Amanda Ariyaratne, Sachin Kahawala, Daswin De Silva, Damminda Alahakoon, Vishaka Nanayakkara, Evgeny Osipov, Xinghuo Yu
Learning Rule Optimization and Comparative Evaluation of Accelerated Self-Organizing Maps for Industrial Applications. IECON (2021)
Evgeny Osipov, Sachin Kahawala, Dilantha Haputhanthri, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Denis Kleyko
HyperSeed: Unsupervised Learning with Vector Symbolic Architectures. CoRR (2021)