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Kasun Amarasinghe
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Building energy load forecasting using deep neural networks
DL Marino, K Amarasinghe, M Manic
IECON 2016-42nd annual conference of the IEEE industrial electronics society …, 2016
7152016
Deep neural networks for energy load forecasting
K Amarasinghe, DL Marino, M Manic
2017 IEEE 26th international symposium on industrial electronics (ISIE …, 2017
3972017
Building energy management systems: The age of intelligent and adaptive buildings
M Manic, D Wijayasekara, K Amarasinghe, JJ Rodriguez-Andina
IEEE Industrial Electronics Magazine 10 (1), 25-39, 2016
2412016
Toward explainable deep neural network based anomaly detection
K Amarasinghe, K Kenney, M Manic
2018 11th international conference on human system interaction (HSI), 311-317, 2018
1352018
Intelligent buildings of the future: Cyberaware, deep learning powered, and human interacting
M Manic, K Amarasinghe, JJ Rodriguez-Andina, C Rieger
IEEE Industrial Electronics Magazine 10 (4), 32-49, 2016
1282016
Generalization of deep learning for cyber-physical system security: A survey
CS Wickramasinghe, DL Marino, K Amarasinghe, M Manic
IECON 2018-44th Annual Conference of the IEEE Industrial Electronics Society …, 2018
1182018
Deep learning and reconfigurable platforms in the internet of things: Challenges and opportunities in algorithms and hardware
RF Molanes, K Amarasinghe, J Rodriguez-Andina, M Manic
IEEE industrial electronics magazine 12 (2), 36-49, 2018
932018
Deep self-organizing maps for unsupervised image classification
CS Wickramasinghe, K Amarasinghe, M Manic
IEEE Transactions on Industrial Informatics 15 (11), 5837-5845, 2019
642019
Explainable unsupervised machine learning for cyber-physical systems
CS Wickramasinghe, K Amarasinghe, DL Marino, C Rieger, M Manic
IEEE Access 9, 131824-131843, 2021
402021
Artificial neural networks based thermal energy storage control for buildings
K Amarasinghe, D Wijayasekara, H Carey, M Manic, D He, WP Chen
IECON 2015-41st Annual Conference of the IEEE Industrial Electronics Society …, 2015
402015
Improving user trust on deep neural networks based intrusion detection systems
K Amarasinghe, M Manic
IECON 2018-44th Annual Conference of the IEEE Industrial Electronics Society …, 2018
382018
Explainable machine learning for public policy: Use cases, gaps, and research directions
K Amarasinghe, KT Rodolfa, H Lamba, R Ghani
Data & Policy 5, e5, 2023
362023
EEG based brain activity monitoring using Artificial Neural Networks
K Amarasinghe, D Wijayasekara, M Manic
2014 7th International Conference on Human System Interactions (HSI), 61-66, 2014
362014
Nucleus basalis of Meynert stimulation for dementia: Theoretical and technical considerations
D Kumbhare, V Palys, J Toms, CS Wickramasinghe, K Amarasinghe, ...
Frontiers in Neuroscience 12, 385254, 2018
342018
Framework for data driven health monitoring of cyber-physical systems
K Amarasinghe, C Wickramasinghe, D Marino, C Rieger, M Manicl
2018 Resilience Week (RWS), 25-30, 2018
282018
Cyber and physical anomaly detection in smart-grids
DL Marino, CS Wickramasinghe, K Amarasinghe, H Challa, P Richardson, ...
2019 Resilience Week (RWS) 1, 187-193, 2019
262019
Optimal stop word selection for text mining in critical infrastructure domain
K Amarasinghe, M Manic, R Hruska
2015 Resilience Week (RWS), 1-6, 2015
262015
Next generation emergency communication systems via software defined networks
M Manic, D Wijayasekara, K Amarasinghe, J Hewlett, K Handy, C Becker, ...
2014 Third GENI Research and Educational Experiment Workshop, 1-8, 2014
232014
EEG feature selection for thought driven robots using evolutionary algorithms
K Amarasinghe, P Sivils, M Manic
2016 9th International Conference on Human System Interactions (HSI), 355-361, 2016
222016
Parallalizable deep self-organizing maps for image classification
CS Wickramasinghe, K Amarasinghe, M Manic
2017 IEEE symposium series on computational intelligence (SSCI), 1-7, 2017
172017
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