Zahra Salekshahrezaee

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Feature Extraction

Unsupervised Learning

Training Dataset

Noise Detection

Top Venues

Publications

Robert K. L. Kennedy, Flavio Villanustre, Taghi M. Khoshgoftaar, Zahra Salekshahrezaee
Synthesizing class labels for highly imbalanced credit card fraud detection data. J. Big Data 11 (1) (2024)
Robert K. L. Kennedy, Zahra Salekshahrezaee, Flavio Villanustre, Taghi M. Khoshgoftaar
Iterative cleaning and learning of big highly-imbalanced fraud data using unsupervised learning. J. Big Data 10 (1) (2023)
Robert K. L. Kennedy, Zahra Salekshahrezaee, Taghi M. Khoshgoftaar
Unsupervised Anomaly Detection of Class Imbalanced Cognition Data Using an Iterative Cleaning Method. IRI (2023)
Zahra Salekshahrezaee, Joffrey L. Leevy, Taghi M. Khoshgoftaar
The effect of feature extraction and data sampling on credit card fraud detection. J. Big Data 10 (1) (2023)
Zahra Salekshahrezaee, Joffrey L. Leevy, Taghi M. Khoshgoftaar
A Class-Imbalanced Study with Feature Extraction via PCA and Convolutional Autoencoder. IRI (2022)
Mostapha Alsaidi, Ali Salem Altaher, Muhammad Tanveer Jan, Ahmed Altaher, Zahra Salekshahrezaee
COVID-19 Classification Using Deep Learning Two-Stage Approach. CoRR (2022)
Robert K. L. Kennedy, Zahra Salekshahrezaee, Taghi M. Khoshgoftaar
A Novel Approach for Unsupervised Learning of Highly-Imbalanced Data. CogMI (2022)
Zahra Salekshahrezaee, Joffrey L. Leevy, Taghi M. Khoshgoftaar
A reconstruction error-based framework for label noise detection. J. Big Data 8 (1) (2021)
Zahra Salekshahrezaee, Joffrey L. Leevy, Taghi M. Khoshgoftaar
Feature Extraction for Class Imbalance Using a Convolutional Autoencoder and Data Sampling. ICTAI (2021)