Roozbeh Razavi-Far

150 papers A* 1B 16C 13Journal 102Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Corrections to "Adversarial Learning on Incomplete and Imbalanced Medical Data for Robust Survival Prediction of Liver Transplant Patients". IEEE Access Ehsan Hallaji, Roozbeh Razavi-Far, Vasile Palade, Mehrdad Saif
2026	J	`jnl`	DNS user profiling and risk assessment: A learning approach. Future Gener. Comput. Syst. Yaser Baseri, Mahdi Daghmehchi Firoozjaei, Somayeh Sadeghi, Ali A. Ghorbani, William Belanger, Roozbeh Razavi-Far
2026	J	`jnl`	Divided We Fall: Defending against adversarial attacks via soft-gated fractional mixture-of-experts with randomized adversarial training. Inf. Sci. Mohammad Meymani, Roozbeh Razavi-Far
2026	J	`jnl`	LLM Security and Safety: Insights from Homotopy-Inspired Prompt Obfuscation. CoRR Luis Lazo, Hamed Jelodar, Roozbeh Razavi-Far
2026	J	`jnl`	Large language model (LLM) for software security: Code analysis, malware analysis, reverse engineering. J. Inf. Secur. Appl. Hamed Jelodar, Samita Bai, Parisa Hamedi, Hesamodin Mohammadian, Roozbeh Razavi-Far, Ali A. Ghorbani
2026	J	`jnl`	Multi-teacher knowledge distillation framework for lightweight anomaly detection. Neural Networks Behnam Yousefimehr, Mehdi Ghatee, Roozbeh Razavi-Far
2026	J	`jnl`	Proxy-Anchor and EVT-Driven Continual Learning Method for Generalized Category Discovery. Trans. Mach. Learn. Res. Alireza Fathalizadeh, Roozbeh Razavi-Far
2026	J	`jnl`	Routing-Aware Explanations for Mixture of Experts Graph Models in Malware Detection. CoRR Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Griffin Higgins, Ali A. Ghorbani
2026	J	`jnl`	Towards Sample-Efficiency and Generalization of Transfer and Inverse Reinforcement Learning: A Comprehensive Literature Review. IEEE Trans. Artif. Intell. Hossein Hassani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Liang Lin
2026	J	`jnl`	Transparent Malware Detection With Granular Assembly Flow Explainability via Graph Neural Networks. CoRR Griffin Higgins, Roozbeh Razavi-Far, Hossein Shokouhi-Nejad, Ali A. Ghorbani
2025	—	`conf`	A Research and Development Portfolio of GNN Centric Malware Detection, Explainability, and Dataset Curation. ICDM (Workshops) Hossein Shokouhi-Nejad, Griffin Higgins, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	A Research and Development Portfolio of GNN Centric Malware Detection, Explainability, and Dataset Curation. CoRR Hossein Shokouhi-Nejad, Griffin Higgins, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	A Study on Semi-Supervised Detection of DDoS Attacks under Class Imbalance. CoRR Ehsan Hallaji, Vaishnavi Shanmugam, Roozbeh Razavi-Far, Mehrdad Saif
2025	J	`jnl`	A Study on the Importance of Features in Detecting Advanced Persistent Threats Using Machine Learning. CoRR Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2025	J	`jnl`	A survey on Deep Learning in Edge-Cloud Collaboration: Model partitioning, privacy preservation, and prospects. Knowl. Based Syst. Xichen Zhang, Roozbeh Razavi-Far, Haruna Isah, Amir David, Griffin Higgins, Michael Zhang
2025	J	`jnl`	Asm2SrcEval: Evaluating Large Language Models for Assembly-to-Source Code Translation. CoRR Parisa Hamedi, Hamed Jelodar, Samita Bai, Mohammad Meymani, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	Can Small GenAI Language Models Rival Large Language Models in Understanding Application Behavior? CoRR Mohammad Meymani, Hamed Jelodar, Parisa Hamedi, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	Defending against adversarial attacks using mixture of experts. CoRR Mohammad Meymani, Roozbeh Razavi-Far
2025	J	`jnl`	Dual Explanations via Subgraph Matching for Malware Detection. CoRR Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Griffin Higgins, Ali A. Ghorbani
2025	—	`conf`	Enhancing Cyberspace Security with Phishing Detection and Defense Using Machine Learning Models. ISDFS MD Nazmul Haque Siam, Ehsan Hallaji, Roozbeh Razavi-Far
2025	J	`jnl`	Enhancing GNN Explanations for Malware Detection with Dual Subgraph Matching. Mach. Learn. Knowl. Extr. Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Griffin Higgins, Ali A. Ghorbani
2025	J	`jnl`	Explainable Attention-Guided Stacked Graph Neural Networks for Malware Detection. CoRR Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Griffin Higgins, Ali A. Ghorbani
2025	J	`jnl`	Explainable malware detection through integrated graph reduction and learning techniques. Big Data Res. Hesamodin Mohammadian, Griffin Higgins, Samuel Ansong, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	FedNIA: Noise-Induced Activation Analysis for Mitigating Data Poisoning in FL. CoRR Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2025	J	`jnl`	Federated Continual Learning: Concepts, Challenges, and Solutions. CoRR Parisa Hamedi, Roozbeh Razavi-Far, Ehsan Hallaji
2025	J	`jnl`	Federated continual learning: Concepts, challenges, and solutions. Neurocomputing Parisa Hamedi, Roozbeh Razavi-Far, Ehsan Hallaji
2025	J	`jnl`	FlexiDataGen: An Adaptive LLM Framework for Dynamic Semantic Dataset Generation in Sensitive Domains. CoRR Hamed Jelodar, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	Large Language Model (LLM) for Software Security: Code Analysis, Malware Analysis, Reverse Engineering. CoRR Hamed Jelodar, Samita Bai, Parisa Hamedi, Hesamodin Mohammadian, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	Large Language Models (LLMs) for Source Code Analysis: applications, models and datasets. CoRR Hamed Jelodar, Mohammad Meymani, Roozbeh Razavi-Far
2025	C	`conf`	Learning from Execution Graphs: A Graph Neural Network Approach to Malware Detection. ICMLA Hossein Shokouhi-Nejad, Mackenzie Chase, Roozbeh Razavi-Far
2025	J	`jnl`	Learning from high-dimensional cyber-physical data streams: a case of large-scale smart grid. Int. J. Mach. Learn. Cybern. Hossein Hassani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2025	C	`conf`	NLD-LLM: A systematic framework for evaluating small language transformer models on natural language description. ICMLA Hamed Jelodar, Mohammad Meymani, Parisa Hamedi, Tochukwu Emmanuel Nwankwo, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	NLD-LLM: A systematic framework for evaluating small language transformer models on natural language description. CoRR Hamed Jelodar, Mohammad Meymani, Parisa Hamedi, Tochukwu Emmanuel Nwankwo, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	On the Consistency of GNN Explanations for Malware Detection. CoRR Hossein Shokouhi-Nejad, Griffin Higgins, Roozbeh Razavi-Far, Hesamodin Mohammadian, Ali Akbar Ghorbani
2025	J	`jnl`	On the consistency of GNN explanations for malware detection. Inf. Sci. Hossein Shokouhi-Nejad, Griffin Higgins, Roozbeh Razavi-Far, Hesamodin Mohammadian, Ali A. Ghorbani
2025	J	`jnl`	Proxy-Anchor and EVT-Driven Continual Learning Method for Generalized Category Discovery. CoRR Alireza Fathalizadeh, Roozbeh Razavi-Far
2025	J	`jnl`	Recent Advances in Malware Detection: Graph Learning and Explainability. CoRR Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Hesamodin Mohammadian, Mahdi Rabbani, Samuel Ansong, Griffin Higgins, Ali A. Ghorbani
2025	A*	`conf`	SBAN: A Framework & Multi-Dimensional Dataset for Large Language Model Pre-Training and Software Code Mining. ICDM Hamed Jelodar, Mohammad Meymani, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	—	`conf`	SBAN: A Framework & Multi-Dimensional Dataset for Large Language Model Pre-Training and Software Code Mining. ICDM (Workshops) Hamed Jelodar, Mohammad Meymani, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	SBAN: A Framework & Multi-Dimensional Dataset for Large Language Model Pre-Training and Software Code Mining. CoRR Hamed Jelodar, Mohammad Meymani, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	Towards Privacy-Preserving Split Learning: Destabilizing Adversarial Inference and Reconstruction Attacks in the Cloud. CoRR Griffin Higgins, Roozbeh Razavi-Far, Xichen Zhang, Amir David, Ali A. Ghorbani, Tongyu Ge
2025	J	`jnl`	Towards privacy-preserving split learning: Destabilizing adversarial inference and reconstruction attacks in the cloud. Internet Things Griffin Higgins, Roozbeh Razavi-Far, Xichen Zhang, Amir David, Ali A. Ghorbani, Tongyu Ge
2025	J	`jnl`	TrustChain: A Blockchain Framework for Auditing and Verifying Aggregators in Decentralized Federated Learning. CoRR Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2025	J	`jnl`	XGen-Q: An Explainable Domain-Adaptive LLM Framework with Retrieval-Augmented Generation for Software Security. CoRR Hamed Jelodar, Mohammad Meymani, Roozbeh Razavi-Far, Ali A. Ghorbani
2024	C	`conf`	A Few-Shot Learning Approach for Sound Source Distance Estimation Using Relation Networks. ICMLA Amirreza Sobhdel, Roozbeh Razavi-Far, Vasile Palade
2024	J	`jnl`	Area in circle: A novel evaluation metric for object detection. Knowl. Based Syst. Xichen Zhang, Roozbeh Razavi-Far, Haruna Isah, Amir David, Griffin Higgins, Rongxing Lu, Ali A. Ghorbani
2024	J	`jnl`	Decentralized Federated Learning: A Survey on Security and Privacy. CoRR Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Boyu Wang, Qiang Yang
2024	J	`jnl`	Decentralized Federated Learning: A Survey on Security and Privacy. IEEE Trans. Big Data Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Boyu Wang, Qiang Yang
2024	J	`jnl`	Expanding analytical capabilities in intrusion detection through ensemble-based multi-label classification. Comput. Secur. Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2024	J	`jnl`	Explainable Malware Detection through Integrated Graph Reduction and Learning Techniques. CoRR Hesamodin Mohammadian, Griffin Higgins, Samuel Ansong, Roozbeh Razavi-Far, Ali A. Ghorbani
2024	J	`jnl`	Node-Centric Pruning: A Novel Graph Reduction Approach. Mach. Learn. Knowl. Extr. Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Griffin Higgins, Ali A. Ghorbani
2024	J	`jnl`	Resilient Finite-Time Consensus Tracking for Nonholonomic High-Order Chained-Form Systems Against DoS Attacks. IEEE Trans. Cybern. Neda Sarrafan, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
2024	J	`jnl`	Towards Sample-Efficiency and Generalization of Transfer and Inverse Reinforcement Learning: A Comprehensive Literature Review. CoRR Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Liang Lin
2023	J	`jnl`	A Novel Fast Fixed-Time Backstepping Control of DC Microgrids Feeding Constant Power Loads. IEEE Trans. Ind. Electron. Neda Sarrafan, Jafar Zarei, Navid Horiyat, Roozbeh Razavi-Far, Mehrdad Saif, Nenad Mijatovic, Tomislav Dragicevic
2023	J	`jnl`	Blockchain-Enabled Trust Building for Managing Consensus in Linguistic Opinion Dynamics. IEEE Trans. Fuzzy Syst. Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Enrique Herrera-Viedma
2023	J	`jnl`	Constrained Generative Adversarial Learning for Dimensionality Reduction. IEEE Trans. Knowl. Data Eng. Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Vasile Palade, Mehrdad Saif
2023	J	`jnl`	Label noise analysis meets adversarial training: A defense against label poisoning in federated learning. Knowl. Based Syst. Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Enrique Herrera-Viedma
2023	J	`jnl`	Learning From High-Dimensional Cyber-Physical Data Streams for Diagnosing Faults in Smart Grids. CoRR Hossein Hassani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2023	J	`jnl`	Observer-Based Backstepping Sliding Mode Control Design for Microgrids Feeding a Constant Power Load. IEEE Trans. Ind. Electron. Mohammad Alipour, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif, Nenad Mijatovic, Tomislav Dragicevic
2023	J	`jnl`	Reinforcement Learning-Based Feedback and Weight-Adjustment Mechanisms for Consensus Reaching in Group Decision Making. IEEE Trans. Syst. Man Cybern. Syst. Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Enrique Herrera-Viedma
2023	B	`conf`	Secure and Efficient Group Decision-Making with Blockchain-Based Consensus and Trust Management. SMC Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Enrique Herrera-Viedma
2022	J	`jnl`	A Stream Learning Approach for Real-Time Identification of False Data Injection Attacks in Cyber-Physical Power Systems. CoRR Ehsan Hallaji, Roozbeh Razavi-Far, Meng Wang, Mehrdad Saif, Bruce Fardanesh
2022	J	`jnl`	A Stream Learning Approach for Real-Time Identification of False Data Injection Attacks in Cyber-Physical Power Systems. IEEE Trans. Inf. Forensics Secur. Ehsan Hallaji, Roozbeh Razavi-Far, Meng Wang, Mehrdad Saif, Bruce Fardanesh
2022	J	`jnl`	An integrated framework for diagnosing process faults with incomplete features. Knowl. Inf. Syst. Roozbeh Razavi-Far, Mehrdad Saif, Vasile Palade, Shiladitya Chakrabarti
2022	J	`jnl`	Classical dynamic consensus and opinion dynamics models: A survey of recent trends and methodologies. Inf. Fusion Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Francisco Chiclana, Ondrej Krejcar, Enrique Herrera-Viedma
2022	J	`jnl`	Consensus-Based Decision Support Model and Fusion Architecture for Dynamic Decision Making. Inf. Sci. Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Enrique Herrera-Viedma
2022	J	`jnl`	DLIN: Deep Ladder Imputation Network. IEEE Trans. Cybern. Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2022	J	`jnl`	Decentralized Resilient Output-Feedback Control Design for Networked Control Systems Under Denial-of-Service. IEEE Syst. J. Amir Torabi, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
2022	J	`jnl`	Event-Triggered Adaptive Optimal Fast Terminal Sliding Mode Control Under Denial-of-Service Attacks. IEEE Syst. J. Mobin Saeedi, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
2022	J	`jnl`	Federated and Transfer Learning: A Survey on Adversaries and Defense Mechanisms. CoRR Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2022	J	`jnl`	Generative-Adversarial Class-Imbalance Learning for Classifying Cyber-Attacks and Faults - A Cyber-Physical Power System. IEEE Trans. Dependable Secur. Comput. Maryam Farajzadeh-Zanjani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2022	J	`jnl`	Intelligent Decision Support and Fusion Models for Fault Detection and Location in Power Grids. IEEE Trans. Emerg. Top. Comput. Intell. Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei, Frede Blaabjerg
2022	B	`conf`	Optimal Robust Control For Tremor Suppression in Parkinson's Disease. SMC Mobin Saeedi, Jafar Zarei, Hoda Balouchi, Roozbeh Razavi-Far, Mehrdad Saif
2022	J	`jnl`	Resilient Consensus Control Design for DC Microgrids against False Data Injection Attacks Using a Distributed Bank of Sliding Mode Observers. Sensors Yousof Barzegari, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif, Vasile Palade
2022	J	`jnl`	Robust and Reliable Output Feedback Control for Uncertain Networked Control Systems Against Actuator Faults. IEEE Trans. Syst. Man Cybern. Syst. Mohsen Bahreini, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
2022	J	`jnl`	Robust ℓ₁-Controller Design for Discrete-Time Positive T-S Fuzzy Systems Using Dual Approach. IEEE Trans. Syst. Man Cybern. Syst. Elham Ahmadi, Jafar Zarei, Roozbeh Razavi-Far
2022	J	`jnl`	Secure Frequency Regulation of Electric Vehicle-connected Microgrid System under Multiple Latency Attacks. Comput. Electr. Eng. Khashayar Torabi Farsani, Navid Vafamand, Roozbeh Razavi-Far, Mehrdad Saif
2022	J	`jnl`	To Tolerate or To Impute Missing Values in V2X Communications Data? IEEE Internet Things J. Roozbeh Razavi-Far, Daoming Wan, Mehrdad Saif, Niloofar Mozafari
2022	J	`jnl`	Uncertainty-Aware Management of Smart Grids Using Cloud-Based LSTM-Prediction Interval. IEEE Trans. Cybern. Seyede Zahra Tajalli, Abdollah Kavousi-Fard, Mohammad Mardaneh, Abbas Khosravi, Roozbeh Razavi-Far
2021	C	`conf`	A Critical Study on the Impact of Missing Data Imputation for Classifying Intrusions in Cyber-Physical Water Systems. IECON Roozbeh Razavi-Far, Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Ranim Aljoudi, Mehrdad Saif
2021	J	`jnl`	Adversarial Learning on Incomplete and Imbalanced Medical Data for Robust Survival Prediction of Liver Transplant Patients. IEEE Access Ehsan Hallaji, Roozbeh Razavi-Far, Vasile Palade, Mehrdad Saif
2021	J	`jnl`	Adversarial Semi-Supervised Learning for Diagnosing Faults and Attacks in Power Grids. IEEE Trans. Smart Grid Maryam Farajzadeh-Zanjani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Masood Parvania
2021	J	`jnl`	COLI: Collaborative clustering missing data imputation. Pattern Recognit. Lett. Daoming Wan, Roozbeh Razavi-Far, Mehrdad Saif, Niloofar Mozafari
2021	—	`conf`	Consensus and Reputation-Based Resilient Control of Networked Microgrids. ICPS Mohammadreza Hallajiyan, Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif
2021	—	`conf`	Dynamic Group Decision Support Models for Locating Faults in Power Systems. ICPS Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif
2021	J	`jnl`	Failure Prognosis and Applications - A Survey of Recent Literature. IEEE Trans. Reliab. Mojtaba Kordestani, Mehrdad Saif, Marcos E. Orchard, Roozbeh Razavi-Far, Khashayar Khorasani
2021	J	`jnl`	Generative Adversarial Network-Based Scheme for Diagnosing Faults in Cyber-Physical Power Systems. Sensors Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Vasile Palade
2021	J	`jnl`	Generative adversarial dimensionality reduction for diagnosing faults and attacks in cyber-physical systems. Neurocomputing Maryam Farajzadeh-Zanjani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2021	J	`jnl`	Improved Distributed Prescribed Finite-Time Secondary Control of Inverter-Based Microgrids: Design and Real-Time Implementation. IEEE Trans. Ind. Electron. Neda Sarrafan, Mohammad-Amin Rostami, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif, Tomislav Dragicevic
2021	J	`jnl`	Imputation-Based Ensemble Techniques for Class Imbalance Learning. IEEE Trans. Knowl. Data Eng. Roozbeh Razavi-Far, Maryam Farajzadeh-Zanjani, Boyu Wang, Mehrdad Saif, Shiladitya Chakrabarti
2021	J	`jnl`	Intelligent Multiobjective NSBGA-II Control of Power Converters in DC Microgrids. IEEE Trans. Ind. Electron. Arezoo Vafamand, Navid Vafamand, Jafar Zarei, Roozbeh Razavi-Far, Tomislav Dragicevic
2021	J	`jnl`	Multi-objective NSBGA-II control of HIV therapy with monthly output measurement. Biomed. Signal Process. Control. Arezoo Vafamand, Navid Vafamand, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
2021	C	`conf`	Rapid Stabilization of DC Microgrids with CPLs: Nonlinear Model Predictive Control. IECON Elham Kowsari, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
2021	J	`jnl`	Regression Models With Graph-Regularization Learning Algorithms for Accurate Fault Location in Smart Grids. IEEE Syst. J. Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Gérard-André Capolino
2021	C	`conf`	Robust Fault-Tolerant Control Design for Fuzzy Networked Control Systems with Data Drift and Sensor Failure. IECON Jafar Zarei, Hossein Kargar, Roozbeh Razavi-Far, Mehrdad Saif
2021	J	`jnl`	Unsupervised concrete feature selection based on mutual information for diagnosing faults and cyber-attacks in power systems. Eng. Appl. Artif. Intell. Hossein Hassani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2020	B	`conf`	A Comparative Assessment of Dimensionality Reduction Techniques for Diagnosing Faults in Smart Grids. SMC Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif
2020	J	`jnl`	A dual approach for positive T-S fuzzy controller design and its application to cancer treatment under immunotherapy and chemotherapy. Biomed. Signal Process. Control. Elham Ahmadi, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
2020	J	`jnl`	A neuro-wavelet based approach for diagnosing bearing defects. Adv. Eng. Informatics Niloofar Gharesi, Mohammad Mehdi Arefi, Roozbeh Razavi-Far, Jafar Zarei, Shen Yin
2020	—	`conf`	Adaptive Sliding Mode Fuzzy PID Control: Supervisory Control Systems. SysCon Mobin Saeedi, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
2020	B	`conf`	Cooperative Clustering Missing Data Imputation. SMC Daoming Wan, Roozbeh Razavi-Far, Mehrdad Saif
2020	J	`jnl`	Correlation Clustering Imputation for Diagnosing Attacks and Faults With Missing Power Grid Data. IEEE Trans. Smart Grid Roozbeh Razavi-Far, Maryam Farajzadeh-Zanjani, Mehrdad Saif, Shiladitya Chakrabarti
2020	B	`conf`	Detection of Malicious SCADA Communications via Multi-Subspace Feature Selection. IJCNN Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2020	J	`jnl`	Fault Location in Smart Grids Through Multicriteria Analysis of Group Decision Support Systems. IEEE Trans. Ind. Informatics Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif
2020	—	`conf`	Robust Terminal Sliding Mode Observer-Based Sensor Fault Estimation for Uncertain Nonlinear Systems. SysCon Mohammad-Reza Askari, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
2020	—	`conf`	Secure Communication Based on Fractional Chaotic System by a Novel Robust Filter Algorithm. SysCon Mahmood Tabatabaei, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
2020	J	`jnl`	Similarity-learning information-fusion schemes for missing data imputation. Knowl. Based Syst. Roozbeh Razavi-Far, Boyuan Cheng, Mehrdad Saif, Majid Ahmadi
2020	B	`conf`	Unknown Input Observers Design For Real-Time Mitigation of the False Data Injection Attacks. SMC Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei
2019	J	`jnl`	A Dual Approach for Positive T-S Fuzzy Controller Design and Its Application to Cancer Treatment Under Immunotherapy and Chemotherapy. CoRR Elham Ahmadi, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
2019	J	`jnl`	A Novelty Detector and Extreme Verification Latency Model for Nonstationary Environments. IEEE Trans. Ind. Electron. Roozbeh Razavi-Far, Ehsan Hallaji, Mehrdad Saif, Gregory Ditzler
2019	J	`jnl`	A Semi-Supervised Diagnostic Framework Based on the Surface Estimation of Faulty Distributions. IEEE Trans. Ind. Informatics Roozbeh Razavi-Far, Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Mehrdad Saif
2019	J	`jnl`	An integrated imputation-prediction scheme for prognostics of battery data with missing observations. Expert Syst. Appl. Roozbeh Razavi-Far, Shiladitya Chakrabarti, Mehrdad Saif, Enrico Zio
2019	C	`conf`	Design of a Cost-Effective Deep Convolutional Neural Network-Based Scheme for Diagnosing Faults in Smart Grids. ICMLA Hossein Hassani, Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, Vasile Palade
2019	J	`jnl`	Information Fusion and Semi-Supervised Deep Learning Scheme for Diagnosing Gear Faults in Induction Machine Systems. IEEE Trans. Ind. Electron. Roozbeh Razavi-Far, Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Mehrdad Saif, Shahin Hedayati Kia, Humberto Henao, Gérard-André Capolino
2019	B	`conf`	Locating Faults in Smart Grids Using Neuro-Fuzzy Networks. SMC Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif
2019	J	`jnl`	Robust Fault Detection Filter Design for Nonlinear Networked Control Systems with Time-Varying Delays and Packet Dropout. Circuits Syst. Signal Process. Hossein Kargar, Jafar Zarei, Roozbeh Razavi-Far
2019	J	`jnl`	Robust Interval Type-2 Fuzzy Observer for Fault Detection of Networked Control Systems Subject to Immeasurable Premise Variables. IEEE Syst. J. Hossein Hassani, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
2019	J	`jnl`	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 Mohsen Bahreini, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
2018	—	`conf`	A Critical Study on the Importance of Feature Extraction and Selection for Diagnosing Bearing Defects. MWSCAS Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif
2018	—	`conf`	Ensemble of One-Class Classifiers for Detecting Faults in Induction Motors. CCECE Shokoofeh Zare, Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei
2018	J	`jnl`	Extreme Learning Machine Based Prognostics of Battery Life. Int. J. Artif. Intell. Tools Roozbeh Razavi-Far, Shiladitya Chakrabarti, Mehrdad Saif, Enrico Zio, Vasile Palade
2018	—	`conf`	State Estimation and Fault Detection of Fractional Order Nonlinear Systems. MWSCAS Mahmood Tabatabaei, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
2018	—	`conf`	Torsional Vibration Identification Using Electrical Signatures Analysis in Induction Machine-Based Systems. MWSCAS Shahin Hedayati Kia, Roozbeh Razavi-Far, Mehrdad Saif
2017	C	`conf`	A Hybrid Scheme for Fault Diagnosis with Partially Labeled Sets of Observations. ICMLA Roozbeh Razavi-Far, Ehsan Hallaji, Mehrdad Saif, Luis Rueda
2017	B	`conf`	Adaptive incremental ensemble of extreme learning machines for fault diagnosis in induction motors. IJCNN Roozbeh Razavi-Far, Mehrdad Saif, Vasile Palade, Enrico Zio
2017	J	`jnl`	An Integrated Class-Imbalanced Learning Scheme for Diagnosing Bearing Defects in Induction Motors. IEEE Trans. Ind. Informatics Roozbeh Razavi-Far, Maryam Farajzadeh-Zanjani, Mehrdad Saif
2017	C	`conf`	Broken rotor bars detection in induction motors using Cubature Kalman Filter. IECON Elham Kowsari, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
2017	B	`conf`	Dimensionality reduction-based diagnosis of bearing defects in induction motors. SMC Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif
2017	C	`conf`	Fractional order unknown input filter design for fault detection of discrete linear systems. IECON Jafar Zarei, Mahmood Tabatabaei, Roozbeh Razavi-Far, Mehrdad Saif
2017	—	`conf`	Multi-class heteroscedastic linear dimensionality reduction scheme for diagnosing process faults. CCECE Shiladitya Chakrabarti, Roozbeh Razavi-Far, Mehrdad Saif, Luis Rueda
2017	—	`conf`	Multi-step parallel-strategy for estimating the remaining useful life of batteries. CCECE Roozbeh Razavi-Far, Shiladitya Chakrabarti, Mehrdad Saif
2017	—	`conf`	One-class classifiers for detecting faults in induction motors. CCECE Roozbeh Razavi-Far, Maryam Farajzadeh-Zanjani, Shokoofeh Zare, Mehrdad Saif, Jafar Zarei
2017	B	`conf`	Robust fault-tolerant control of uncertain networked control systems subject to random delays and data packet dropouts. SMC Mohsen Bahreini, Jafar Zarei, Roozbeh Razavi-Far, Mehrdad Saif
2017	J	`jnl`	zSlices-Based General Type-2 Fuzzy Fusion of Support Vector Machines With Application to Bearing Fault Detection. IEEE Trans. Ind. Electron. Hossein Hassani, Jafar Zarei, Mohammad Mehdi Arefi, Roozbeh Razavi-Far
2016	B	`conf`	A supervised cooperative clustering scheme for diagnosing process faults in an industrial plant. CEC Mohammad Anvaripour, Sima Soltanpour, Roozbeh Razavi-Far, Mehrdad Saif, Q. M. Jonathan Wu
2016	—	`conf`	Data-driven prognostic techniques for estimation of the remaining useful life of lithium-ion batteries. ICPHM Roozbeh Razavi-Far, Maryam Farajzadeh-Zanjani, Shiladitya Chakrabarti, Mehrdad Saif
2016	B	`conf`	Efficient feature extraction of vibration signals for diagnosing bearing defects in induction motors. IJCNN Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, Luis Rueda
2016	—	`conf`	Efficient sampling techniques for ensemble learning and diagnosing bearing defects under class imbalanced condition. SSCI Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif
2016	—	`conf`	Ensemble of extreme learning machines for diagnosing bearing defects in non-stationary environments under class imbalance condition. SSCI Roozbeh Razavi-Far, Mehrdad Saif
2016	B	`conf`	Imputation of missing data using fuzzy neighborhood density-based clustering. FUZZ-IEEE Roozbeh Razavi-Far, Mehrdad Saif
2016	B	`conf`	Multi-step-ahead prediction techniques for Lithium-ion batteries condition prognosis. SMC Roozbeh Razavi-Far, Shiladitya Chakrabarti, Mehrdad Saif
2015	C	`conf`	Diagnosis of Bearing Defects in Induction Motors by Fuzzy-Neighborhood Density-Based Clustering. ICMLA Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei, Vasile Palade
2015	B	`conf`	Imputation of Missing Data for Diagnosing Sensor Faults in a Wind Turbine. SMC Roozbeh Razavi-Far, Mehrdad Saif
2015	J	`jnl`	Invasive weed classification. Neural Comput. Appl. Roozbeh Razavi-Far, Vasile Palade, Enrico Zio
2015	C	`conf`	Multiple Imputation of Missing Residuals for Fault Classification: A Wind Turbine Application. ICMLA Eman M. Nejad, Roozbeh Razavi-Far, Q. M. Jonathan Wu, Mehrdad Saif
2014	J	`jnl`	Efficient residuals pre-processing for diagnosing multi-class faults in a doubly fed induction generator, under missing data scenarios. Expert Syst. Appl. Roozbeh Razavi-Far, Enrico Zio, Vasile Palade
2014	B	`conf`	Optimal detection of new classes of faults by an Invasive Weed Optimization method. IJCNN Roozbeh Razavi-Far, Vasile Palade, Enrico Zio
2012	C	`conf`	Plant-wide performance optimisation - The refrigeration system case. CCA Torben Green, Roozbeh Razavi-Far, Roozbeh Izadi-Zamanabadi, Henrik Niemann
2011	J	`jnl`	Classifier-ensemble incremental-learning procedure for nuclear transient identification at different operational conditions. Reliab. Eng. Syst. Saf. Piero Baraldi, Roozbeh Razavi-Far, Enrico Zio
2009	J	`jnl`	Model-based fault detection and isolation of a steam generator using neuro-fuzzy networks. Neurocomputing Roozbeh Razavi-Far, Hadi Davilu, Vasile Palade, Caro Lucas