Roozbeh Razavi-Far

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 93

Top Venues

SMC

IEEE Trans. Ind. Electron.

IECON

CoRR

Publications

Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Boyu Wang, Qiang Yang
Decentralized Federated Learning: A Survey on Security and Privacy. CoRR (2024)
Xichen Zhang, Roozbeh Razavi-Far, Haruna Isah, Amir David, Griffin Higgins, Rongxing Lu, Ali A. Ghorbani
Area in circle: A novel evaluation metric for object detection. Knowl. Based Syst. 293 (2024)
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
Expanding analytical capabilities in intrusion detection through ensemble-based multi-label classification. Comput. Secur. 139 (2024)
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Boyu Wang, Qiang Yang
Decentralized Federated Learning: A Survey on Security and Privacy. IEEE Trans. Big Data 10 (2) (2024)
Neda Sarrafan, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
Resilient Finite-Time Consensus Tracking for Nonholonomic High-Order Chained-Form Systems Against DoS Attacks. IEEE Trans. Cybern. 54 (2) (2024)
Hossein Hassani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
Learning From High-Dimensional Cyber-Physical Data Streams for Diagnosing Faults in Smart Grids. CoRR (2023)
Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Vasile Palade, Mehrdad Saif
Constrained Generative Adversarial Learning for Dimensionality Reduction. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Enrique Herrera-Viedma
Reinforcement Learning-Based Feedback and Weight-Adjustment Mechanisms for Consensus Reaching in Group Decision Making. IEEE Trans. Syst. Man Cybern. Syst. 53 (4) (2023)
Mohammad Alipour, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif, Nenad Mijatovic, Tomislav Dragicevic
Observer-Based Backstepping Sliding Mode Control Design for Microgrids Feeding a Constant Power Load. IEEE Trans. Ind. Electron. 70 (1) (2023)
Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Enrique Herrera-Viedma
Blockchain-Enabled Trust Building for Managing Consensus in Linguistic Opinion Dynamics. IEEE Trans. Fuzzy Syst. 31 (8) (2023)
Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Enrique Herrera-Viedma
Secure and Efficient Group Decision-Making with Blockchain-Based Consensus and Trust Management. SMC (2023)
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Enrique Herrera-Viedma
Label noise analysis meets adversarial training: A defense against label poisoning in federated learning. Knowl. Based Syst. 266 (2023)
Neda Sarrafan, Jafar Zarei, Navid Horiyat, Roozbeh Razavi-Far, Mehrdad Saif, Nenad Mijatovic, Tomislav Dragicevic
A Novel Fast Fixed-Time Backstepping Control of DC Microgrids Feeding Constant Power Loads. IEEE Trans. Ind. Electron. 70 (6) (2023)
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
DLIN: Deep Ladder Imputation Network. IEEE Trans. Cybern. 52 (9) (2022)
Khashayar Torabi Farsani, Navid Vafamand, Roozbeh Razavi-Far, Mehrdad Saif
Secure Frequency Regulation of Electric Vehicle-connected Microgrid System under Multiple Latency Attacks. Comput. Electr. Eng. 101 (2022)
Yousof Barzegari, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif, Vasile Palade
Resilient Consensus Control Design for DC Microgrids against False Data Injection Attacks Using a Distributed Bank of Sliding Mode Observers. Sensors 22 (7) (2022)
Ehsan Hallaji, Roozbeh Razavi-Far, Meng Wang, Mehrdad Saif, Bruce Fardanesh
A Stream Learning Approach for Real-Time Identification of False Data Injection Attacks in Cyber-Physical Power Systems. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Elham Ahmadi, Jafar Zarei, Roozbeh Razavi-Far
Robust ℓ₁-Controller Design for Discrete-Time Positive T-S Fuzzy Systems Using Dual Approach. IEEE Trans. Syst. Man Cybern. Syst. 52 (2) (2022)
Roozbeh Razavi-Far, Daoming Wan, Mehrdad Saif, Niloofar Mozafari
To Tolerate or To Impute Missing Values in V2X Communications Data? IEEE Internet Things J. 9 (13) (2022)
Amir Torabi, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
Decentralized Resilient Output-Feedback Control Design for Networked Control Systems Under Denial-of-Service. IEEE Syst. J. 16 (4) (2022)
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
Federated and Transfer Learning: A Survey on Adversaries and Defense Mechanisms. CoRR (2022)
Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Enrique Herrera-Viedma
Consensus-Based Decision Support Model and Fusion Architecture for Dynamic Decision Making. Inf. Sci. 597 (2022)
Mobin Saeedi, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
Event-Triggered Adaptive Optimal Fast Terminal Sliding Mode Control Under Denial-of-Service Attacks. IEEE Syst. J. 16 (2) (2022)
Seyede Zahra Tajalli, Abdollah Kavousi-Fard, Mohammad Mardaneh, Abbas Khosravi, Roozbeh Razavi-Far
Uncertainty-Aware Management of Smart Grids Using Cloud-Based LSTM-Prediction Interval. IEEE Trans. Cybern. 52 (10) (2022)
Maryam Farajzadeh-Zanjani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
Generative-Adversarial Class-Imbalance Learning for Classifying Cyber-Attacks and Faults - A Cyber-Physical Power System. IEEE Trans. Dependable Secur. Comput. 19 (6) (2022)
Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei, Frede Blaabjerg
Intelligent Decision Support and Fusion Models for Fault Detection and Location in Power Grids. IEEE Trans. Emerg. Top. Comput. Intell. 6 (3) (2022)
Mohsen Bahreini, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
Robust and Reliable Output Feedback Control for Uncertain Networked Control Systems Against Actuator Faults. IEEE Trans. Syst. Man Cybern. Syst. 52 (4) (2022)
Ehsan Hallaji, Roozbeh Razavi-Far, Meng Wang, Mehrdad Saif, Bruce Fardanesh
A Stream Learning Approach for Real-Time Identification of False Data Injection Attacks in Cyber-Physical Power Systems. CoRR (2022)
Mobin Saeedi, Jafar Zarei, Hoda Balouchi, Roozbeh Razavi-Far, Mehrdad Saif
Optimal Robust Control For Tremor Suppression in Parkinson's Disease. SMC (2022)
Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Francisco Chiclana, Ondrej Krejcar, Enrique Herrera-Viedma
Classical dynamic consensus and opinion dynamics models: A survey of recent trends and methodologies. Inf. Fusion 88 (2022)
Roozbeh Razavi-Far, Mehrdad Saif, Vasile Palade, Shiladitya Chakrabarti
An integrated framework for diagnosing process faults with incomplete features. Knowl. Inf. Syst. 64 (1) (2022)
Maryam Farajzadeh-Zanjani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Masood Parvania
Adversarial Semi-Supervised Learning for Diagnosing Faults and Attacks in Power Grids. IEEE Trans. Smart Grid 12 (4) (2021)
Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Vasile Palade
Generative Adversarial Network-Based Scheme for Diagnosing Faults in Cyber-Physical Power Systems. Sensors 21 (15) (2021)
Mohammadreza Hallajiyan, Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif
Consensus and Reputation-Based Resilient Control of Networked Microgrids. ICPS (2021)
Hossein Hassani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
Unsupervised concrete feature selection based on mutual information for diagnosing faults and cyber-attacks in power systems. Eng. Appl. Artif. Intell. 100 (2021)
Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Gérard-André Capolino
Regression Models With Graph-Regularization Learning Algorithms for Accurate Fault Location in Smart Grids. IEEE Syst. J. 15 (2) (2021)
Neda Sarrafan, Mohammad-Amin Rostami, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif, Tomislav Dragicevic
Improved Distributed Prescribed Finite-Time Secondary Control of Inverter-Based Microgrids: Design and Real-Time Implementation. IEEE Trans. Ind. Electron. 68 (11) (2021)
Daoming Wan, Roozbeh Razavi-Far, Mehrdad Saif, Niloofar Mozafari
COLI: Collaborative clustering missing data imputation. Pattern Recognit. Lett. 152 (2021)
Jafar Zarei, Hossein Kargar, Roozbeh Razavi-Far, Mehrdad Saif
Robust Fault-Tolerant Control Design for Fuzzy Networked Control Systems with Data Drift and Sensor Failure. IECON (2021)
Ehsan Hallaji, Roozbeh Razavi-Far, Vasile Palade, Mehrdad Saif
Adversarial Learning on Incomplete and Imbalanced Medical Data for Robust Survival Prediction of Liver Transplant Patients. IEEE Access 9 (2021)
Maryam Farajzadeh-Zanjani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
Generative adversarial dimensionality reduction for diagnosing faults and attacks in cyber-physical systems. Neurocomputing 440 (2021)
Mojtaba Kordestani, Mehrdad Saif, Marcos E. Orchard, Roozbeh Razavi-Far, Khashayar Khorasani
Failure Prognosis and Applications - A Survey of Recent Literature. IEEE Trans. Reliab. 70 (2) (2021)
Elham Kowsari, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
Rapid Stabilization of DC Microgrids with CPLs: Nonlinear Model Predictive Control. IECON (2021)
Roozbeh Razavi-Far, Maryam Farajzadeh-Zanjani, Boyu Wang, Mehrdad Saif, Shiladitya Chakrabarti
Imputation-Based Ensemble Techniques for Class Imbalance Learning. IEEE Trans. Knowl. Data Eng. 33 (5) (2021)
Roozbeh Razavi-Far, Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Ranim Aljoudi, Mehrdad Saif
A Critical Study on the Impact of Missing Data Imputation for Classifying Intrusions in Cyber-Physical Water Systems. IECON (2021)
Arezoo Vafamand, Navid Vafamand, Jafar Zarei, Roozbeh Razavi-Far, Tomislav Dragicevic
Intelligent Multiobjective NSBGA-II Control of Power Converters in DC Microgrids. IEEE Trans. Ind. Electron. 68 (11) (2021)
Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif
Dynamic Group Decision Support Models for Locating Faults in Power Systems. ICPS (2021)
Arezoo Vafamand, Navid Vafamand, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
Multi-objective NSBGA-II control of HIV therapy with monthly output measurement. Biomed. Signal Process. Control. 68 (2021)
Mahmood Tabatabaei, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
Secure Communication Based on Fractional Chaotic System by a Novel Robust Filter Algorithm. SysCon (2020)
Roozbeh Razavi-Far, Boyuan Cheng, Mehrdad Saif, Majid Ahmadi
Similarity-learning information-fusion schemes for missing data imputation. Knowl. Based Syst. 187 (2020)
Mohammad-Reza Askari, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
Robust Terminal Sliding Mode Observer-Based Sensor Fault Estimation for Uncertain Nonlinear Systems. SysCon (2020)
Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif
A Comparative Assessment of Dimensionality Reduction Techniques for Diagnosing Faults in Smart Grids. SMC (2020)
Roozbeh Razavi-Far, Maryam Farajzadeh-Zanjani, Mehrdad Saif, Shiladitya Chakrabarti
Correlation Clustering Imputation for Diagnosing Attacks and Faults With Missing Power Grid Data. IEEE Trans. Smart Grid 11 (2) (2020)
Daoming Wan, Roozbeh Razavi-Far, Mehrdad Saif
Cooperative Clustering Missing Data Imputation. SMC (2020)
Mobin Saeedi, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
Adaptive Sliding Mode Fuzzy PID Control: Supervisory Control Systems. SysCon (2020)
Niloofar Gharesi, Mohammad Mehdi Arefi, Roozbeh Razavi-Far, Jafar Zarei, Shen Yin
A neuro-wavelet based approach for diagnosing bearing defects. Adv. Eng. Informatics 46 (2020)
Elham Ahmadi, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
A dual approach for positive T-S fuzzy controller design and its application to cancer treatment under immunotherapy and chemotherapy. Biomed. Signal Process. Control. 58 (2020)
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
Detection of Malicious SCADA Communications via Multi-Subspace Feature Selection. IJCNN (2020)
Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei
Unknown Input Observers Design For Real-Time Mitigation of the False Data Injection Attacks. SMC (2020)
Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif
Fault Location in Smart Grids Through Multicriteria Analysis of Group Decision Support Systems. IEEE Trans. Ind. Informatics 16 (12) (2020)
Roozbeh Razavi-Far, Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Mehrdad Saif
A Semi-Supervised Diagnostic Framework Based on the Surface Estimation of Faulty Distributions. IEEE Trans. Ind. Informatics 15 (3) (2019)
Roozbeh Razavi-Far, Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Mehrdad Saif, Shahin Hedayati Kia, Humberto Henao, Gérard-André Capolino
Information Fusion and Semi-Supervised Deep Learning Scheme for Diagnosing Gear Faults in Induction Machine Systems. IEEE Trans. Ind. Electron. 66 (8) (2019)
Mohsen Bahreini, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
Robust finite-time stochastic stabilization and fault-tolerant control for uncertain networked control systems considering random delays and probabilistic actuator faults. Trans. Inst. Meas. Control 41 (12) (2019)
Hossein Hassani, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
Robust Interval Type-2 Fuzzy Observer for Fault Detection of Networked Control Systems Subject to Immeasurable Premise Variables. IEEE Syst. J. 13 (3) (2019)
Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif
Locating Faults in Smart Grids Using Neuro-Fuzzy Networks. SMC (2019)
Roozbeh Razavi-Far, Ehsan Hallaji, Mehrdad Saif, Gregory Ditzler
A Novelty Detector and Extreme Verification Latency Model for Nonstationary Environments. IEEE Trans. Ind. Electron. 66 (1) (2019)
Roozbeh Razavi-Far, Shiladitya Chakrabarti, Mehrdad Saif, Enrico Zio
An integrated imputation-prediction scheme for prognostics of battery data with missing observations. Expert Syst. Appl. 115 (2019)
Elham Ahmadi, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
A Dual Approach for Positive T-S Fuzzy Controller Design and Its Application to Cancer Treatment Under Immunotherapy and Chemotherapy. CoRR (2019)
Hossein Hassani, Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, Vasile Palade
Design of a Cost-Effective Deep Convolutional Neural Network-Based Scheme for Diagnosing Faults in Smart Grids. ICMLA (2019)
Hossein Kargar, Jafar Zarei, Roozbeh Razavi-Far
Robust Fault Detection Filter Design for Nonlinear Networked Control Systems with Time-Varying Delays and Packet Dropout. Circuits Syst. Signal Process. 38 (1) (2019)
Mahmood Tabatabaei, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
State Estimation and Fault Detection of Fractional Order Nonlinear Systems. MWSCAS (2018)
Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif
A Critical Study on the Importance of Feature Extraction and Selection for Diagnosing Bearing Defects. MWSCAS (2018)
Shokoofeh Zare, Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei
Ensemble of One-Class Classifiers for Detecting Faults in Induction Motors. CCECE (2018)
Roozbeh Razavi-Far, Shiladitya Chakrabarti, Mehrdad Saif, Enrico Zio, Vasile Palade
Extreme Learning Machine Based Prognostics of Battery Life. Int. J. Artif. Intell. Tools 27 (8) (2018)
Shahin Hedayati Kia, Roozbeh Razavi-Far, Mehrdad Saif
Torsional Vibration Identification Using Electrical Signatures Analysis in Induction Machine-Based Systems. MWSCAS (2018)
Elham Kowsari, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
Broken rotor bars detection in induction motors using Cubature Kalman Filter. IECON (2017)
Shiladitya Chakrabarti, Roozbeh Razavi-Far, Mehrdad Saif, Luis Rueda
Multi-class heteroscedastic linear dimensionality reduction scheme for diagnosing process faults. CCECE (2017)
Roozbeh Razavi-Far, Maryam Farajzadeh-Zanjani, Mehrdad Saif
An Integrated Class-Imbalanced Learning Scheme for Diagnosing Bearing Defects in Induction Motors. IEEE Trans. Ind. Informatics 13 (6) (2017)
Jafar Zarei, Mahmood Tabatabaei, Roozbeh Razavi-Far, Mehrdad Saif
Fractional order unknown input filter design for fault detection of discrete linear systems. IECON (2017)
Hossein Hassani, Jafar Zarei, Mohammad Mehdi Arefi, Roozbeh Razavi-Far
zSlices-Based General Type-2 Fuzzy Fusion of Support Vector Machines With Application to Bearing Fault Detection. IEEE Trans. Ind. Electron. 64 (9) (2017)
Roozbeh Razavi-Far, Mehrdad Saif, Vasile Palade, Enrico Zio
Adaptive incremental ensemble of extreme learning machines for fault diagnosis in induction motors. IJCNN (2017)
Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif
Dimensionality reduction-based diagnosis of bearing defects in induction motors. SMC (2017)
Roozbeh Razavi-Far, Maryam Farajzadeh-Zanjani, Shokoofeh Zare, Mehrdad Saif, Jafar Zarei
One-class classifiers for detecting faults in induction motors. CCECE (2017)
Roozbeh Razavi-Far, Ehsan Hallaji, Mehrdad Saif, Luis Rueda
A Hybrid Scheme for Fault Diagnosis with Partially Labeled Sets of Observations. ICMLA (2017)
Mohsen Bahreini, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
Robust fault-tolerant control of uncertain networked control systems subject to random delays and data packet dropouts. SMC (2017)
Roozbeh Razavi-Far, Shiladitya Chakrabarti, Mehrdad Saif
Multi-step parallel-strategy for estimating the remaining useful life of batteries. CCECE (2017)
Roozbeh Razavi-Far, Mehrdad Saif
Ensemble of extreme learning machines for diagnosing bearing defects in non-stationary environments under class imbalance condition. SSCI (2016)
Mohammad Anvaripour, Sima Soltanpour, Roozbeh Razavi-Far, Mehrdad Saif, Q. M. Jonathan Wu
A supervised cooperative clustering scheme for diagnosing process faults in an industrial plant. CEC (2016)
Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, Luis Rueda
Efficient feature extraction of vibration signals for diagnosing bearing defects in induction motors. IJCNN (2016)
Roozbeh Razavi-Far, Shiladitya Chakrabarti, Mehrdad Saif
Multi-step-ahead prediction techniques for Lithium-ion batteries condition prognosis. SMC (2016)
Roozbeh Razavi-Far, Maryam Farajzadeh-Zanjani, Shiladitya Chakrabarti, Mehrdad Saif
Data-driven prognostic techniques for estimation of the remaining useful life of lithium-ion batteries. ICPHM (2016)
Roozbeh Razavi-Far, Mehrdad Saif
Imputation of missing data using fuzzy neighborhood density-based clustering. FUZZ-IEEE (2016)
Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif
Efficient sampling techniques for ensemble learning and diagnosing bearing defects under class imbalanced condition. SSCI (2016)
Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei, Vasile Palade
Diagnosis of Bearing Defects in Induction Motors by Fuzzy-Neighborhood Density-Based Clustering. ICMLA (2015)
Roozbeh Razavi-Far, Vasile Palade, Enrico Zio
Invasive weed classification. Neural Comput. Appl. 26 (3) (2015)
Roozbeh Razavi-Far, Mehrdad Saif
Imputation of Missing Data for Diagnosing Sensor Faults in a Wind Turbine. SMC (2015)
Eman M. Nejad, Roozbeh Razavi-Far, Q. M. Jonathan Wu, Mehrdad Saif
Multiple Imputation of Missing Residuals for Fault Classification: A Wind Turbine Application. ICMLA (2015)
Roozbeh Razavi-Far, Enrico Zio, Vasile Palade
Efficient residuals pre-processing for diagnosing multi-class faults in a doubly fed induction generator, under missing data scenarios. Expert Syst. Appl. 41 (14) (2014)
Roozbeh Razavi-Far, Vasile Palade, Enrico Zio
Optimal detection of new classes of faults by an Invasive Weed Optimization method. IJCNN (2014)
Torben Green, Roozbeh Razavi-Far, Roozbeh Izadi-Zamanabadi, Henrik Niemann
Plant-wide performance optimisation - The refrigeration system case. CCA (2012)

Roozbeh Razavi-Far.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Roozbeh Razavi-Far