Kasun Amarasinghe

发表

Explainable Neural Networks based Anomaly Detection for Cyber-Physical Systems

Kasun Amarasinghe, 2019 .

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

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

Data driven decision support for reliable biomass feedstock preprocessing

Milos Manic, Kasun Amarasinghe, Daniel Marino, 2017, 2017 Resilience Week (RWS).

Milos Manic, Kasun Amarasinghe, Lee T. Ostrom, 2016, 2016 9th International Conference on Human System Interactions (HSI).

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.

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.

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).

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.

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.

Parallalizable deep self-organizing maps for image classification

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

Deep neural networks for energy load forecasting

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

Cyber and Physical Anomaly Detection in Smart-Grids

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

Prototype System for Detecting Interactions between Current Plant Configuration States and Component Manipulations Directed by In-Use Procedures

Milos Manic, Jacques Hugo, Kasun Amarasinghe, 2017 .

Toward Explainable Deep Neural Network Based Anomaly Detection

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

Explaining What a Neural Network has Learned: Toward Transparent Classification

Kasun Amarasinghe, Milos Manic, 2019, 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Next Generation Emergency Communication Systems via Software Defined Networks

Milos Manic, Kasun Amarasinghe, Bruce Patterson, 2014, 2014 Third GENI Research and Educational Experiment Workshop.

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).

Framework for Data Driven Health Monitoring of Cyber-Physical Systems

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

Improving User Trust on Deep Neural Networks Based Intrusion Detection Systems

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

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.

Intelligent Driver System for Improving Fuel Efficiency in Vehicle Fleets

Daniel Marino, Kasun Amarasinghe, Milos Manic, 2019, 2019 12th International Conference on Human System Interaction (HSI).

Semeval-2016 Task 4 : Sentiment Analysis in Twitter

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

Optimal stop word selection for text mining in critical infrastructure domain

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

Deep Self-Organizing Maps for Unsupervised Image Classification

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

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).

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

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

Dynamic user interfaces for control systems

Milos Manic, Quang Nguyen, Kasun Amarasinghe, 2017, 2017 10th International Conference on Human System Interactions (HSI).

Reduction of massive EEG datasets for epilepsy analysis using Artificial Neural Networks

Milos Manic, Kasun Amarasinghe, Howard J. Carey, 2017, 2017 10th International Conference on Human System Interactions (HSI).

EEG based brain activity monitoring using Artificial Neural Networks

Milos Manic, Kasun Amarasinghe, Dumidu Wijayasekara, 2014, 2014 7th International Conference on Human System Interactions (HSI).

Simultaneous generation-classification using LSTM

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

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.

Explainable Unsupervised Machine Learning for Cyber-Physical Systems

Daniel L. Marino, Milos Manic, Kasun Amarasinghe, 2021, IEEE Access.