Ehsan Hallaji

857 total citations
23 papers, 522 citations indexed

About

Ehsan Hallaji is a scholar working on Artificial Intelligence, Computer Networks and Communications and Control and Systems Engineering. According to data from OpenAlex, Ehsan Hallaji has authored 23 papers receiving a total of 522 indexed citations (citations by other indexed papers that have themselves been cited), including 20 papers in Artificial Intelligence, 9 papers in Computer Networks and Communications and 9 papers in Control and Systems Engineering. Recurrent topics in Ehsan Hallaji's work include Anomaly Detection Techniques and Applications (13 papers), Network Security and Intrusion Detection (8 papers) and Smart Grid Security and Resilience (4 papers). Ehsan Hallaji is often cited by papers focused on Anomaly Detection Techniques and Applications (13 papers), Network Security and Intrusion Detection (8 papers) and Smart Grid Security and Resilience (4 papers). Ehsan Hallaji collaborates with scholars based in Canada, United States and United Kingdom. Ehsan Hallaji's co-authors include Roozbeh Razavi‐Far, Mehrdad Saif, Maryam Farajzadeh-Zanjani, Gérard‐André Capolino, H. Henao, Shahin Hedayati Kia, Gregory Ditzler, Masood Parvania, Hossein Hassani and Enrique Herrera‐Viedma and has published in prestigious journals such as IEEE Transactions on Industrial Electronics, IEEE Access and IEEE Transactions on Smart Grid.

In The Last Decade

Ehsan Hallaji

22 papers receiving 513 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Ehsan Hallaji Canada	11	321	188	129	117	93	23	522
Maryam Farajzadeh-Zanjani Canada	14	432 1.3×	213 1.1×	214 1.7×	87 0.7×	155 1.7×	20	678
Lanjun Wan China	14	348 1.1×	123 0.7×	209 1.6×	90 0.8×	49 0.5×	38	620
Huailiang Zheng China	12	752 2.3×	166 0.9×	418 3.2×	103 0.9×	164 1.8×	19	1.0k
Junyou Shi China	16	300 0.9×	93 0.5×	63 0.5×	22 0.2×	226 2.4×	66	560
Ali Yazdian Varjani Iran	11	157 0.5×	173 0.9×	55 0.4×	154 1.3×	122 1.3×	20	505
Yunkai Wu China	12	417 1.3×	78 0.4×	136 1.1×	45 0.4×	92 1.0×	35	611

Countries citing papers authored by Ehsan Hallaji

Since Specialization

Citations

This map shows the geographic impact of Ehsan Hallaji's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Ehsan Hallaji with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ehsan Hallaji more than expected).

Fields of papers citing papers by Ehsan Hallaji

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ehsan Hallaji. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Ehsan Hallaji. The network helps show where Ehsan Hallaji may publish in the future.

Co-authorship network of co-authors of Ehsan Hallaji

This figure shows the co-authorship network connecting the top 25 collaborators of Ehsan Hallaji. A scholar is included among the top collaborators of Ehsan Hallaji based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Ehsan Hallaji. Ehsan Hallaji is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Razavi‐Far, Roozbeh, et al.. (2025). Federated continual learning: Concepts, challenges, and solutions. Neurocomputing. 651. 130844–130844. 2 indexed citations

Hassani, Hossein, Ehsan Hallaji, Roozbeh Razavi‐Far, Mehrdad Saif, & Liang Lin. (2025). Towards Sample-Efficiency and Generalization of Transfer and Inverse Reinforcement Learning: A Comprehensive Literature Review. IEEE Transactions on Artificial Intelligence. 1–16. 1 indexed citations

Hallaji, Ehsan, Roozbeh Razavi‐Far, & Mehrdad Saif. (2024). Robust Federated Learning for Mitigating Advanced Persistent Threats in Cyber-Physical Systems. Applied Sciences. 14(19). 8840–8840.

Hassani, Hossein, Ehsan Hallaji, Roozbeh Razavi‐Far, & Mehrdad Saif. (2024). Learning from high-dimensional cyber-physical data streams: a case of large-scale smart grid. International Journal of Machine Learning and Cybernetics. 16(3). 1819–1831. 1 indexed citations

Hallaji, Ehsan, Roozbeh Razavi‐Far, & Mehrdad Saif. (2024). Expanding analytical capabilities in intrusion detection through ensemble-based multi-label classification. Computers & Security. 139. 103730–103730. 6 indexed citations

Razavi‐Far, Roozbeh, et al.. (2024). Addressing Class Imbalance in Intrusion Detection: A Comprehensive Evaluation of Machine Learning Approaches. Electronics. 14(1). 69–69. 5 indexed citations

Hallaji, Ehsan, Roozbeh Razavi‐Far, Mehrdad Saif, & Enrique Herrera‐Viedma. (2023). Label noise analysis meets adversarial training: A defense against label poisoning in federated learning. Knowledge-Based Systems. 266. 110384–110384. 21 indexed citations

Hallaji, Ehsan, Roozbeh Razavi‐Far, Meng Wang, Mehrdad Saif, & B. Fardanesh. (2022). A Stream Learning Approach for Real-Time Identification of False Data Injection Attacks in Cyber-Physical Power Systems. IEEE Transactions on Information Forensics and Security. 17. 3934–3945. 27 indexed citations

Hallaji, Ehsan, Roozbeh Razavi‐Far, & Mehrdad Saif. (2021). DLIN: Deep Ladder Imputation Network. IEEE Transactions on Cybernetics. 52(9). 8629–8641. 28 indexed citations

10.

Farajzadeh-Zanjani, Maryam, Ehsan Hallaji, Roozbeh Razavi‐Far, & Mehrdad Saif. (2021). Generative adversarial dimensionality reduction for diagnosing faults and attacks in cyber-physical systems. Neurocomputing. 440. 101–110. 26 indexed citations

11.

Razavi‐Far, Roozbeh, et al.. (2021). A Critical Study on the Impact of Missing Data Imputation for Classifying Intrusions in Cyber-Physical Water Systems. Scholarship at UWindsor (University of Windsor). 1–6. 1 indexed citations

12.

Farajzadeh-Zanjani, Maryam, Ehsan Hallaji, Roozbeh Razavi‐Far, Mehrdad Saif, & Masood Parvania. (2021). Adversarial Semi-Supervised Learning for Diagnosing Faults and Attacks in Power Grids. IEEE Transactions on Smart Grid. 12(4). 3468–3478. 63 indexed citations

13.

Hallaji, Ehsan, Roozbeh Razavi‐Far, Vasile Palade, & Mehrdad Saif. (2021). Adversarial Learning on Incomplete and Imbalanced Medical Data for Robust Survival Prediction of Liver Transplant Patients. IEEE Access. 9. 73641–73650. 10 indexed citations

14.

Hallaji, Ehsan, Maryam Farajzadeh-Zanjani, Roozbeh Razavi‐Far, Vasile Palade, & Mehrdad Saif. (2021). Constrained Generative Adversarial Learning for Dimensionality Reduction. IEEE Transactions on Knowledge and Data Engineering. 1–1. 6 indexed citations

15.

Farajzadeh-Zanjani, Maryam, Ehsan Hallaji, Roozbeh Razavi‐Far, & Mehrdad Saif. (2021). Generative-Adversarial Class-Imbalance Learning for Classifying Cyber-Attacks and Faults - A Cyber-Physical Power System. IEEE Transactions on Dependable and Secure Computing. 19(6). 4068–4081. 25 indexed citations

16.

Hallaji, Ehsan, Roozbeh Razavi‐Far, & Mehrdad Saif. (2020). Enhancing Detection Accuracy of Cyber Attacks Through Dimensionality Reduction. Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference. 1346–1351. 1 indexed citations

17.

Hallaji, Ehsan, Roozbeh Razavi‐Far, & Mehrdad Saif. (2020). Detection of Malicious SCADA Communications via Multi-Subspace Feature Selection. Scholarship at UWindsor (University of Windsor). 1–8. 9 indexed citations

18.

Hallaji, Ehsan. (2018). Semi-Supervised Learning for Diagnosing Faults in Electromechanical Systems. Scholarship at UWindsor (University of Windsor). 1 indexed citations

19.

Razavi‐Far, Roozbeh, Ehsan Hallaji, Mehrdad Saif, & Gregory Ditzler. (2018). A Novelty Detector and Extreme Verification Latency Model for Nonstationary Environments. IEEE Transactions on Industrial Electronics. 66(1). 561–570. 51 indexed citations

20.

Razavi‐Far, Roozbeh, Ehsan Hallaji, Mehrdad Saif, & Luis Rueda. (2017). A Hybrid Scheme for Fault Diagnosis with Partially Labeled Sets of Observations. Scholarship at UWindsor (University of Windsor). 61–67. 11 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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