| Information Fusion and Semi-Supervised Deep Learning Scheme for Diagnosing Gear Faults in Induction Machine Systems R Razavi-Far, E Hallaji, M Farajzadeh-Zanjani, M Saif, SH Kia, H Henao, ... IEEE Transactions on Industrial Electronics 66 (8), 6331-6342, 2019 | 105 | 2019 |
| A Semi-Supervised Diagnostic Framework Based on the Surface Estimation of Faulty Distributions R Razavi-Far, E Hallaji, M Farajzadeh-Zanjani, M Saif IEEE Transactions on Industrial Informatics 15 (3), 1277-1286, 2019 | 73 | 2019 |
| A Novelty Detector and Extreme Verification Latency Model for Nonstationary Environments R Razavi-Far, E Hallaji, M Saif, G Ditzler IEEE Transactions on Industrial Electronics 66 (1), 561-570, 2019 | 46 | 2019 |
| Generative adversarial dimensionality reduction for diagnosing faults and attacks in cyber-physical systems M Farajzadeh-Zanjani, E Hallaji, R Razavi-Far, M Saif Neurocomputing 440, 101-110, 2021 | 26 | 2021 |
| Adversarial semi-supervised learning for diagnosing faults and attacks in power grids M Farajzadeh-Zanjani, E Hallaji, R Razavi-Far, M Saif, M Parvania IEEE Transactions on Smart Grid 12 (4), 3468-3478, 2021 | 26 | 2021 |
| A Hybrid Scheme for Fault Diagnosis with Partially Labeled Sets of Observations R Razavi-Far, E Hallaji, M Saif, L Rueda 16th IEEE International Conference on Machine Learning and Applications …, 2017 | 16 | 2017 |
| Unsupervised concrete feature selection based on mutual information for diagnosing faults and cyber-attacks in power systems H Hassani, E Hallaji, R Razavi-Far, M Saif Engineering Applications of Artificial Intelligence 100, 104150, 2021 | 15 | 2021 |
| DLIN: Deep Ladder Imputation Network E Hallaji, R Razavi-Far, M Saif IEEE Transactions on Cybernetics, 2021 | 14 | 2021 |
| Detection of malicious SCADA communications via multi-subspace feature selection E Hallaji, R Razavi-Far, M Saif 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 13 | 2020 |
| Adversarial Learning on Incomplete and Imbalanced Medical Data for Robust Survival Prediction of Liver Transplant Patients E Hallaji, R Razavi-Far, V Palade, M Saif IEEE Access 9, 73641-73650, 2021 | 5 | 2021 |
| Constrained Generative Adversarial Learning for Dimensionality Reduction E Hallaji, M Farajzadeh-Zanjani, R Razavi-Far, V Palade, M Saif IEEE Transactions on Knowledge and Data Engineering, 1-1, 2021 | 3 | 2021 |
| Embedding time-series features into generative adversarial networks for intrusion detection in internet of things networks E Hallaji, R Razavi-Far, M Saif Generative Adversarial Learning: Architectures and Applications, 169-183, 2022 | 2 | 2022 |
| Generative-Adversarial Class-Imbalance Learning for Classifying Cyber-Attacks and Faults-A Cyber-Physical Power System M Farajzadeh-Zanjani, E Hallaji, R Razavi-Far, M Saif IEEE Transactions on Dependable and Secure Computing, 2021 | 2 | 2021 |
| Semi-Supervised Learning for Diagnosing Faults in Electromechanical Systems E Hallaji University of Windsor, 2018 | 1 | 2018 |
| Federated and Transfer Learning: A Survey on Adversaries and Defense Mechanisms E Hallaji, R Razavi-Far, M Saif arXiv preprint arXiv:2207.02337, 2022 | | 2022 |
| A Critical Study on the Impact of Missing Data Imputation for Classifying Intrusions in Cyber-Physical Water Systems R Razavi-Far, E Hallaji, M Farajzadeh-Zanjani, R Aljoudi, M Saif IECON 2021–47th Annual Conference of the IEEE Industrial Electronics Society …, 2021 | | 2021 |
| A Critical Study on the Importance of Feature Selection for Diagnosing Cyber-Attacks in Water Critical Infrastructures E Hallaji, R Aljoudi, R Razavi-Far, M Ahmadi, M Saif Explainable AI Within the Digital Transformation and Cyber Physical Systems …, 2021 | | 2021 |
| A Study on the Effect of Dimensionality Reduction on Cyber-Attack Identification in Water Storage Tank SCADA Systems R Aljoudi, E Hallaji, R Razavi-Far, M Ahmadi, M Saif Explainable AI Within the Digital Transformation and Cyber Physical Systems …, 2021 | | 2021 |
| Enhancing detection accuracy of cyber attacks through dimensionality reduction E Hallaji, R Razavi-Far, M Saif Proceedings of the 30th European Safety and Reliability Conference and the …, 2020 | | 2020 |
Roozbeh Razavi-FarUniversity of WindsorDirección de correo verificada de uwindsor.ca
