Kasun Amarasinghe

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Explainable Machine Learning for Public Policy: Use Cases, Gaps, and Research Directions pdf

Rayid Ghani, Kasun Amarasinghe, Kit Rodolfa, 2020, ArXiv.

On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods

Kit T. Rodolfa, Sérgio M. Jesus, Ameet S. Talwalkar, 2022, arXiv.org.

Nucleus Basalis of Meynert Stimulation for Dementia: Theoretical and Technical Considerations

Chathurika S. Wickramasinghe, K. Holloway, M. Manic, 2018, Front. Neurosci..

Explainable Unsupervised Machine Learning for Cyber-Physical Systems

Daniel L. Marino, Chathurika S. Wickramasinghe, C. Rieger, 2021, IEEE Access.

Simultaneous generation-classification using LSTM

Daniel L. Marino, Milos Manic, Kasun Amarasinghe, 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

Building Energy Management Systems: The Age of Intelligent and Adaptive Buildings

Milos Manic, Kasun Amarasinghe, Dumidu Wijayasekara, 2016, IEEE Industrial Electronics Magazine.

Deep Learning and Reconfigurable Platforms in the Internet of Things: Challenges and Opportunities in Algorithms and Hardware

Milos Manic, Kasun Amarasinghe, Roberto Fernandez Molanes, 2018, IEEE Industrial Electronics Magazine.

Building energy load forecasting using Deep Neural Networks

Daniel L. Marino, Milos Manic, Kasun Amarasinghe, 2016, IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society.

Deep Self-Organizing Maps for Unsupervised Image Classification

Chathurika S. Wickramasinghe, Milos Manic, Kasun Amarasinghe, 2019, IEEE Transactions on Industrial Informatics.

Parallalizable deep self-organizing maps for image classification

Milos Manic, Kasun Amarasinghe, Chathurika S. Wickramasinghe, 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

Toward Explainable Deep Neural Network Based Anomaly Detection

Milos Manic, Kasun Amarasinghe, Kevin Kenney, 2018, 2018 11th International Conference on Human System Interaction (HSI).

Optimal stop word selection for text mining in critical infrastructure domain

Milos Manic, Kasun Amarasinghe, Ryan Hruska, 2015, 2015 Resilience Week (RWS).

Explainable machine learning for public policy: Use cases, gaps, and research directions

Kit T. Rodolfa, R. Ghani, Hemank Lamba, 2020, Data & Policy.

Generalization of Deep Learning for Cyber-Physical System Security: A Survey

Daniel L. Marino, Milos Manic, Kasun Amarasinghe, 2018, IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society.

Deep neural networks for energy load forecasting

Daniel L. Marino, Milos Manic, Kasun Amarasinghe, 2017, 2017 IEEE 26th International Symposium on Industrial Electronics (ISIE).

Intelligent Buildings of the Future: Cyberaware, Deep Learning Powered, and Human Interacting

Milos Manic, Kasun Amarasinghe, Juan J. Rodriguez-Andina, 2016, IEEE Industrial Electronics Magazine.

Cyber and Physical Anomaly Detection in Smart-Grids

Daniel L. Marino, Chathurika S. Wickramasinghe, Milos Manic, 2019, 2019 Resilience Week (RWS).

Artificial neural networks based thermal energy storage control for buildings

Milos Manic, Kasun Amarasinghe, Wei-Peng Chen, 2015, IECON 2015 - 41st Annual Conference of the IEEE Industrial Electronics Society.

Faking feature importance: A cautionary tale on the use of differentially-private synthetic data

Jen Ning Lim, R. Ghani, A. Heppenstall, 2022, ArXiv.

EEG feature selection for thought driven robots using evolutionary Algorithms

Milos Manic, Kasun Amarasinghe, Patrick Sivils, 2016, 2016 9th International Conference on Human System Interactions (HSI).

Deep Self-Organizing Maps for Visual Data Mining

Daniel L. Marino, Milos Manic, Kasun Amarasinghe, 2018, 2018 11th International Conference on Human System Interaction (HSI).

Semeval-2016 Task 4 : Sentiment Analysis in Twitter

Kasun Amarasinghe, Bridget T. McInnes, Gerard Briones, 2016 .

Framework for Data Driven Health Monitoring of Cyber-Physical Systems

Daniel L. Marino, Kasun Amarasinghe, Daniel Marino, 2018, 2018 Resilience Week (RWS).

Neural Network based downscaling of Building Energy Management System data

Milos Manic, Kasun Amarasinghe, Dumidu Wijayasekara, 2014, 2014 IEEE 23rd International Symposium on Industrial Electronics (ISIE).

Integrated Cyber Physical Assessment and Response for Improved Resiliency

Milos Manic, Kasun Amarasinghe, Craig G. Rieger, 2018, The Internet of Things for Smart Urban Ecosystems.