| 2025 | ICDM | SBAN: A Framework & Multi-Dimensional Dataset for Large Language Model Pre-Training and Software Code Mining. | Hamed Jelodar, Mohammad Meymani, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani |
| 2025 | ICDM | SBAN: A Framework & Multi-Dimensional Dataset for Large Language Model Pre-Training and Software Code Mining. | Hamed Jelodar, Mohammad Meymani, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani |
| 2025 | ICDM | A Research and Development Portfolio of GNN Centric Malware Detection, Explainability, and Dataset Curation. | Hossein Shokouhi-Nejad, Griffin Higgins, Roozbeh Razavi-Far, Ali A. Ghorbani |
| 2025 | ICMLA | NLD-LLM: A systematic framework for evaluating small language transformer models on natural language description. | Hamed Jelodar, Mohammad Meymani, Parisa Hamedi, Tochukwu Emmanuel Nwankwo, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani |
| 2025 | ICMLA | Learning from Execution Graphs: A Graph Neural Network Approach to Malware Detection. | Hossein Shokouhi-Nejad, Mackenzie Chase, Roozbeh Razavi-Far |
| 2024 | ICMLA | A Few-Shot Learning Approach for Sound Source Distance Estimation Using Relation Networks. | Amirreza Sobhdel, Roozbeh Razavi-Far, Vasile Palade |
| 2023 | SMC | Secure and Efficient Group Decision-Making with Blockchain-Based Consensus and Trust Management. | Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Enrique Herrera-Viedma |
| 2022 | SMC | Optimal Robust Control For Tremor Suppression in Parkinson's Disease. | Mobin Saeedi, Jafar Zarei, Hoda Balouchi, Roozbeh Razavi-Far, Mehrdad Saif |
| 2021 | IECON | Rapid Stabilization of DC Microgrids with CPLs: Nonlinear Model Predictive Control. | Elham Kowsari, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif |
| 2021 | IECON | A Critical Study on the Impact of Missing Data Imputation for Classifying Intrusions in Cyber-Physical Water Systems. | Roozbeh Razavi-Far, Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Ranim Aljoudi, Mehrdad Saif |
| 2021 | IECON | Robust Fault-Tolerant Control Design for Fuzzy Networked Control Systems with Data Drift and Sensor Failure. | Jafar Zarei, Hossein Kargar, Roozbeh Razavi-Far, Mehrdad Saif |
| 2020 | IJCNN | Detection of Malicious SCADA Communications via Multi-Subspace Feature Selection. | Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif |
| 2020 | SMC | A Comparative Assessment of Dimensionality Reduction Techniques for Diagnosing Faults in Smart Grids. | Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif |
| 2020 | SMC | Unknown Input Observers Design For Real-Time Mitigation of the False Data Injection Attacks. | Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei |
| 2020 | SMC | Cooperative Clustering Missing Data Imputation. | Daoming Wan, Roozbeh Razavi-Far, Mehrdad Saif |
| 2019 | ICMLA | Design of a Cost-Effective Deep Convolutional Neural Network-Based Scheme for Diagnosing Faults in Smart Grids. | Hossein Hassani, Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, Vasile Palade |
| 2019 | SMC | Locating Faults in Smart Grids Using Neuro-Fuzzy Networks. | Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif |
| 2017 | ICMLA | A Hybrid Scheme for Fault Diagnosis with Partially Labeled Sets of Observations. | Roozbeh Razavi-Far, Ehsan Hallaji, Mehrdad Saif, Luis Rueda |
| 2017 | IJCNN | Adaptive incremental ensemble of extreme learning machines for fault diagnosis in induction motors. | Roozbeh Razavi-Far, Mehrdad Saif, Vasile Palade, Enrico Zio |
| 2017 | IECON | Broken rotor bars detection in induction motors using Cubature Kalman Filter. | Elham Kowsari, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif |
| 2017 | IECON | Fractional order unknown input filter design for fault detection of discrete linear systems. | Jafar Zarei, Mahmood Tabatabaei, Roozbeh Razavi-Far, Mehrdad Saif |
| 2017 | SMC | Robust fault-tolerant control of uncertain networked control systems subject to random delays and data packet dropouts. | Mohsen Bahreini, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif |
| 2017 | SMC | Dimensionality reduction-based diagnosis of bearing defects in induction motors. | Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif |
| 2016 | CEC | A supervised cooperative clustering scheme for diagnosing process faults in an industrial plant. | Mohammad Anvaripour, Sima Soltanpour, Roozbeh Razavi-Far, Mehrdad Saif, Q. M. Jonathan Wu |
| 2016 | IJCNN | Efficient feature extraction of vibration signals for diagnosing bearing defects in induction motors. | Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, Luis Rueda |
| 2016 | SMC | Multi-step-ahead prediction techniques for Lithium-ion batteries condition prognosis. | Roozbeh Razavi-Far, Shiladitya Chakrabarti, Mehrdad Saif |
| 2015 | ICMLA | Diagnosis of Bearing Defects in Induction Motors by Fuzzy-Neighborhood Density-Based Clustering. | Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei, Vasile Palade |
| 2015 | ICMLA | Multiple Imputation of Missing Residuals for Fault Classification: A Wind Turbine Application. | Eman M. Nejad, Roozbeh Razavi-Far, Q. M. Jonathan Wu, Mehrdad Saif |
| 2015 | SMC | Imputation of Missing Data for Diagnosing Sensor Faults in a Wind Turbine. | Roozbeh Razavi-Far, Mehrdad Saif |
| 2014 | IJCNN | Optimal detection of new classes of faults by an Invasive Weed Optimization method. | Roozbeh Razavi-Far, Vasile Palade, Enrico Zio |