Kasun Amarasinghe

CoRR, 2024

Learned Indexes with Distribution Smoothing via Virtual Points.

[BibT_eX]

[DOI]

CoRR, 2024

Preventing Eviction-Caused Homelessness through ML-Informed Distribution of Rental Assistance.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

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

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Editorial: Explainable artificial intelligence.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2023

2022

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

[BibT_eX]

[DOI]

Alison J. Heppenstall

Nik Lomax

Nick Malleson

Martin T. O'Reilly

Sebastian Vollmerteke

CoRR, 2022

2021

Explainable Unsupervised Machine Learning for Cyber-Physical Systems.

[BibT_eX]

[DOI]

IEEE Access, 2021

2020

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

[BibT_eX]

[DOI]

CoRR, 2020

2019

Deep Self-Organizing Maps for Unsupervised Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2019

Intelligent Driver System for Improving Fuel Efficiency in Vehicle Fleets.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Human System Interaction, 2019

Explaining What a Neural Network has Learned: Toward Transparent Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Integrated Cyber Physical Assessment and Response for Improved Resiliency.

[BibT_eX]

[DOI]

Proceedings of the Internet of Things for Smart Urban Ecosystems., 2019

2018

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

[BibT_eX]

[DOI]

Proceedings of the IECON 2018, 2018

Improving User Trust on Deep Neural Networks Based Intrusion Detection Systems.

[BibT_eX]

[DOI]

Proceedings of the IECON 2018, 2018

Deep Self-Organizing Maps for Visual Data Mining.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Human System Interaction, 2018

Toward Explainable Deep Neural Network Based Anomaly Detection.

[BibT_eX]

[DOI]

Kevin Kenney

Proceedings of the 11th International Conference on Human System Interaction, 2018

2017

Parallalizable deep self-organizing maps for image classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Deep neural networks for energy load forecasting.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Symposium on Industrial Electronics, 2017

Dynamic user interfaces for control systems.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Human System Interactions, 2017

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

[BibT_eX]

[DOI]

Howard J. Carey

Proceedings of the 10th International Conference on Human System Interactions, 2017

2016

Simultaneous generation-classification using LSTM.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

VCU-TSA at Semeval-2016 Task 4: Sentiment Analysis in Twitter.

[BibT_eX]

[DOI]

Gerard Briones

Bridget T. McInnes

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Building energy load forecasting using Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IECON 2016, 2016

Multi-use high-technology testbed.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Human System Interactions, 2016

EEG feature selection for thought driven robots using evolutionary Algorithms.

[BibT_eX]

[DOI]

Patrick Sivils

Proceedings of the 9th International Conference on Human System Interactions, 2016

2015

Artificial neural networks based thermal energy storage control for buildings.

[BibT_eX]

[DOI]

Proceedings of the IECON 2015, 2015

2014

Neural Network based downscaling of Building Energy Management System data.

[BibT_eX]

[DOI]

Dumidu Wijayasekara

Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

EEG based brain activity monitoring using Artificial Neural Networks.

[BibT_eX]

[DOI]

Dumidu Wijayasekara