Sachin Kahawala

11 papers B 2C 4Journal 4Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Graph vector function architecture.
Neural Networks
Sachin Kahawala, Daswin De Silva, Evgeny Osipov, Dmitri A. Rachkovskij, Ross W. Gayler
2024 J jnl
Hyperseed: Unsupervised Learning With Vector Symbolic Architectures.
IEEE Trans. Neural Networks Learn. Syst.
Evgeny Osipov, Sachin Kahawala, Dilantha Haputhanthri, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Denis Kleyko
2023 — conf
Augmenting Industrial Chatbots in Energy Systems using ChatGPT Generative AI.
ISIE
Gihan Gamage, Sachin Kahawala, Nishan Mills, Daswin De Silva, Milos Manic, Damminda Alahakoon, Andrew Jennings
2022 C conf
Comparative Evaluation of Gradient Boosting with Active Thresholding and Model Explainability for Peak Demand Forecasting.
HSI
Sachin Kahawala, Dilantha Haputhanthri, Harsha Moraliyage, Shashini Wimalaratne, Damminda Alahakoon, Andrew Jennings
2022 B conf
Evaluating Complex Sparse Representation of Hypervectors for Unsupervised Machine Learning.
IJCNN
Dilantha Haputhanthri, Evgeny Osipov, Sachin Kahawala, Daswin De Silva, Thimal Kempitiya, Damminda Alahakoon
2022 C conf
Evaluating the Adversarial Robustness of Text Classifiers in Hyperdimensional Computing.
HSI
Harsha Moraliyage, Sachin Kahawala, Daswin De Silva, Damminda Alahakoon
2022 B conf
Parameterization of Vector Symbolic Approach for Sequence Encoding Based Visual Place Recognition.
IJCNN
Thimal Kempitiya, Daswin De Silva, Sachin Kahawala, Dilantha Haputhanthri, Damminda Alahakoon, Evgeny Osipov
2022 C conf
UNISOLAR: An Open Dataset of Photovoltaic Solar Energy Generation in a Large Multi-Campus University Setting.
HSI
Shashini Wimalaratne, Dilantha Haputhanthri, Sachin Kahawala, Gihan Gamage, Damminda Alahakoon, Andrew Jennings
2021 J jnl
A Generative Latent Space Approach for Real-Time Road Surveillance in Smart Cities.
IEEE Trans. Ind. Informatics
Rashmika Nawaratne, Sachin Kahawala, Su Nguyen, Daswin De Silva
2021 J jnl
HyperSeed: Unsupervised Learning with Vector Symbolic Architectures.
CoRR
Evgeny Osipov, Sachin Kahawala, Dilantha Haputhanthri, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Denis Kleyko
2021 C conf
Learning Rule Optimization and Comparative Evaluation of Accelerated Self-Organizing Maps for Industrial Applications.
IECON
Madhavi Gayathri, Amanda Ariyaratne, Sachin Kahawala, Daswin De Silva, Damminda Alahakoon, Vishaka Nanayakkara, Evgeny Osipov, Xinghuo Yu