| 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 | 719 | 2016 |
| Deep neural networks for energy load forecasting K Amarasinghe, DL Marino, M Manic 2017 IEEE 26th International Symposium on Industrial Electronics (ISIE …, 2017 | 407 | 2017 |
| An adversarial approach for explainable ai in intrusion detection systems DL Marino, CS Wickramasinghe, M Manic IECON 2018-44th Annual Conference of the IEEE Industrial Electronics Society …, 2018 | 162 | 2018 |
| 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 | 123 | 2018 |
| Trustworthy AI Development Guidelines for Human System Interaction CS Wickramasinghe, DL Marino, J Grandio, M Manic 2020 13th International Conference on Human System Interaction (HSI), 130-136, 2020 | 58 | 2020 |
| ResNet Autoencoders for Unsupervised Feature Learning From High-Dimensional Data: Deep Models Resistant to Performance Degradation CS Wickramasinghe, DL Marino, M Manic IEEE Access 9, 40511-40520, 2021 | 57 | 2021 |
| Explainable Unsupervised Machine Learning for Cyber-Physical Systems CS Wickramasinghe, K Amarasinghe, DL Marino, C Rieger, M Manic IEEE Access 9, 131824-131843, 2021 | 43 | 2021 |
| An artificial intelligence approach for real-time tuning of weighting factors in FCS-MPC for power converters S Vazquez, D Marino, E Zafra, MDV Peña, JJ Rodríguez-Andina, ... IEEE Transactions on Industrial Electronics 69 (12), 11987-11998, 2021 | 40 | 2021 |
| 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 | 28 | 2018 |
| 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 | 27 | 2019 |
| Modeling and planning under uncertainty using deep neural networks DL Marino, M Manic IEEE Transactions on Industrial Informatics 15 (8), 4442-4454, 2019 | 18 | 2019 |
| Anomaly Detection in Critical-Infrastructures using Autoencoders: A Survey HS Mavikumbure, CS Wickramasinghe, DL Marino, V Cobilean, M Manic IECON 2022–48th Annual Conference of the IEEE Industrial Electronics Society …, 2022 | 15 | 2022 |
| The Virtualized Cyber-Physical Testbed for Machine Learning Anomaly Detection: A Wind Powered Grid Case Study DL Marino, CS Wickramasinghe, VK Singh, J Gentle, C Rieger, M Manic IEEE Access 9, 159475-159494, 2021 | 15 | 2021 |
| Data-Driven Correlation of Cyber and Physical Anomalies for Holistic System Health Monitoring DL Marino, CS Wickramasinghe, B Tsouvalas, C Rieger, M Manic IEEE Access 9, 163138-163150, 2021 | 13 | 2021 |
| Data driven decision support for reliable biomass feedstock preprocessing D Marino, K Amarasinghe, M Anderson, N Yancey, Q Nguyen, K Kenney, ... 2017 Resilience Week (RWS), 97-102, 2017 | 13 | 2017 |
| Deep self-organizing maps for visual data mining CS Wickramasinghe, K Amarasinghe, D Marino, M Manic 2018 11th International Conference on Human System Interaction (HSI), 304-310, 2018 | 11 | 2018 |
| Ai augmentation for trustworthy ai: augmented robot teleoperation DL Marino, J Grandio, CS Wickramasinghe, K Schroeder, K Bourne, ... 2020 13th International Conference on Human System Interaction (HSI), 155-161, 2020 | 10 | 2020 |
| Data-driven Stochastic Anomaly Detection on Smart-Grid communications using Mixture Poisson Distributions DL Marino, CS Wickramasinghe, C Rieger, M Manic IECON 2019-45th Annual Conference of the IEEE Industrial Electronics Society …, 2019 | 10 | 2019 |
| Self-Supervised and Interpretable Anomaly Detection using Network Transformers DL Marino, CS Wickramasinghe, C Rieger, M Manic arXiv preprint arXiv:2202.12997, 2022 | 9 | 2022 |
| Review of design elements within power infrastructure cyber–physical test beds as threat analysis environments B Vaagensmith, VK Singh, R Ivans, DL Marino, CS Wickramasinghe, ... Energies 14 (5), 1409, 2021 | 9 | 2021 |
