Maryam Farajzadeh-Zanjani

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 17

Top Topics

Missing Data Imputation

Class Imbalanced

Top Venues

IEEE Trans. Ind. Informatics

IEEE Trans. Smart Grid

IEEE Trans. Knowl. Data Eng.

Publications

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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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, Maryam Farajzadeh-Zanjani, Shiladitya Chakrabarti, Mehrdad Saif
Data-driven prognostic techniques for estimation of the remaining useful life of lithium-ion batteries. ICPHM (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)
Maryam Farajzadeh-Zanjani, Seyed Masoud Alavi Abhari, Alexander G. Chefranov
Group Key Exchange Protocol Based on Diffie-Hellman Technique in Ad-Hoc Network. SIN (2014)
Alexander G. Chefranov, SeyedMasoud Alavi Abhari, Hooman Alavizadeh, Maryam Farajzadeh-Zanjani
Secure true random number generator in WLAN/LAN. SIN (2013)