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Daniel L Marino
Daniel L Marino
Applied Scientist, Amazon.com
Verified email at vcu.edu
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Cited by
Cited by
Year
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
7022016
Deep neural networks for energy load forecasting
K Amarasinghe, DL Marino, M Manic
2017 IEEE 26th International Symposium on Industrial Electronics (ISIE …, 2017
3842017
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
1482018
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
1122018
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
532020
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
502021
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
372021
Explainable Unsupervised Machine Learning for Cyber-Physical Systems
CS Wickramasinghe, K Amarasinghe, DL Marino, C Rieger, M Manic
IEEE Access 9, 131824-131843, 2021
352021
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
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
252018
Modeling and planning under uncertainty using deep neural networks
DL Marino, M Manic
IEEE Transactions on Industrial Informatics 15 (8), 4442-4454, 2019
182019
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
142021
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
132017
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
122022
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
122021
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
112018
Fast trajectory simplification algorithm for natural user interfaces in robot programming by demonstration
DL Marino, M Manic
2016 IEEE 25th International Symposium on Industrial Electronics (ISIE), 905-911, 2016
102016
Self-Supervised and Interpretable Anomaly Detection using Network Transformers
DL Marino, CS Wickramasinghe, C Rieger, M Manic
arXiv preprint arXiv:2202.12997, 2022
82022
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
82021
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
82020
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