| 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 | 149 | 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 | 96 | 2019 |
| 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 | 82 | 2021 |
| 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 | 66 | 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 | 41 | 2021 |
| 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 | 40 | 2021 |
| DLIN: Deep Ladder Imputation Network E Hallaji, R Razavi-Far, M Saif IEEE Transactions on Cybernetics 52 (9), 8629-8641, 2021 | 34 | 2021 |
| A Stream Learning Approach for Real-Time Identification of False Data Injection Attacks in Cyber-Physical Power Systems E Hallaji, R Razavi-Far, M Wang, M Saif, B Fardanesh IEEE Transactions on Information Forensics and Security 17, 3934-3945, 2022 | 28 | 2022 |
| Label noise analysis meets adversarial training: A defense against label poisoning in federated learning E Hallaji, R Razavi-Far, M Saif, E Herrera-Viedma Knowledge-Based Systems 266, 110384, 2023 | 24 | 2023 |
| Decentralized Federated Learning: A Survey on Security and Privacy E Hallaji, R Razavi-Far, M Saif, B Wang, Q Yang IEEE Transactions on Big Data 10 (2), 194-213, 2024 | 20 | 2024 |
| 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 19 (6), 4068-4081, 2021 | 20 | 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 | 20 | 2017 |
| 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 | 18 | 2020 |
| Federated and transfer learning: A survey on adversaries and defense mechanisms E Hallaji, R Razavi-Far, M Saif Federated and Transfer Learning, 29-55, 2022 | 14 | 2022 |
| 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 35 (3), 2394-2405, 2021 | 13 | 2021 |
| 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 | 11 | 2021 |
| 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 | 4 | 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 | 4 | 2020 |
| Expanding Analytical Capabilities in Intrusion Detection through Ensemble-Based Multi-Label Classification E Hallaji, R Razavi-Far, M Saif Computers & Security 139, 103730, 2024 | 3 | 2024 |
| 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 | 3 | 2022 |
Mehrdad Saif, FIEEE, FCAE, FEIC, FIE...University of WindsorVerified email at uwindsor.ca
