| Hyperseed: Unsupervised learning with vector symbolic architectures E Osipov, S Kahawala, D Haputhanthri, T Kempitiya, D De Silva, ... IEEE Transactions on Neural Networks and Learning Systems, 2022 | 24 | 2022 |
| A generative latent space approach for real-time road surveillance in smart cities R Nawaratne, S Kahawala, S Nguyen, D De Silva IEEE Transactions on Industrial Informatics 17 (7), 4872-4881, 2020 | 14 | 2020 |
| Augmenting Industrial Chatbots in Energy Systems using ChatGPT Generative AI G Gamage, S Kahawala, N Mills, D De Silva, M Manic, D Alahakoon, ... 2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE), 1-6, 2023 | 10 | 2023 |
| Unisolar: An open dataset of photovoltaic solar energy generation in a large multi-campus university setting S Wimalaratne, D Haputhanthri, S Kahawala, G Gamage, D Alahakoon, ... 2022 15th International Conference on Human System Interaction (HSI), 1-5, 2022 | 10 | 2022 |
| Evaluating the adversarial robustness of text classifiers in hyperdimensional computing H Moraliyage, S Kahawala, D De Silva, D Alahakoon 2022 15th International Conference on Human System Interaction (HSI), 1-8, 2022 | 7 | 2022 |
| Robust multi-step predictor for electricity markets with real-time pricing S Kahawala, D De Silva, S Sierla, D Alahakoon, R Nawaratne, E Osipov, ... Energies 14 (14), 4378, 2021 | 7 | 2021 |
| Evaluating complex sparse representation of hypervectors for unsupervised machine learning D Haputhanthri, E Osipov, S Kahawala, D De Silva, T Kempitiya, ... 2022 International Joint Conference on Neural Networks (IJCNN), 1-6, 2022 | 2 | 2022 |
| Artificial Intelligence for Electric Vehicle Infrastructure: Demand Profiling, Data Augmentation, Demand Forecasting, Demand Explainability and Charge Optimisation V Sumanasena, L Gunasekara, S Kahawala, N Mills, D De Silva, M Jalili, ... Energies 16 (5), 2245, 2023 | 1 | 2023 |
| Comparative Evaluation of Gradient Boosting with Active Thresholding and Model Explainability for Peak Demand Forecasting S Kahawala, D Haputhanthri, H Moraliyage, S Wimalaratne, D Alahakoon, ... 2022 15th International Conference on Human System Interaction (HSI), 1-6, 2022 | 1 | 2022 |
| Parameterization of Vector Symbolic Approach for Sequence Encoding Based Visual Place Recognition T Kempitiya, D De Silva, S Kahawala, D Haputhanthri, D Alahakoon, ... 2022 International Joint Conference on Neural Networks (IJCNN), 1-7, 2022 | 1 | 2022 |
| A Two-Layer Self-Organizing Map with Vector Symbolic Architecture for Spatiotemporal Sequence Learning and Prediction T Kempitiya, D Alahakoon, E Osipov, S Kahawala, D De Silva Biomimetics 9 (3), 175, 2024 | | 2024 |
| Artificial Intelligence for Electric Vehicle Infrastructure V Sumanasena, L Gunasekara, S Kahawala, N Mills, D De Silva, M Jalili, ... MDPI AG, 2023 | | 2023 |
| Learning Rule Optimization and Comparative Evaluation of Accelerated Self-Organizing Maps for Industrial Applications M Gayathri, A Ariyaratne, S Kahawala, D De Silva, D Alahakoon, ... IECON 2021–47th Annual Conference of the IEEE Industrial Electronics Society …, 2021 | | 2021 |
Daswin De SilvaCentre for Data Analytics and Cognition, La Trobe University在 ieee.org 的电子邮件经过验证
