Zahra Salekshahrezaee

Flavio Villanustre

J. Big Data, December, 2024

A Review of Unsupervised Anomaly Detection Techniques for Health Insurance Fraud.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Big Data Computing Service and Machine Learning Applications, 2024

2023

Iterative cleaning and learning of big highly-imbalanced fraud data using unsupervised learning.

[BibT_eX]

[DOI]

Flavio Villanustre

J. Big Data, December, 2023

The effect of feature extraction and data sampling on credit card fraud detection.

[BibT_eX]

[DOI]

J. Big Data, 2023

Unsupervised Anomaly Detection of Class Imbalanced Cognition Data Using an Iterative Cleaning Method.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023

2022

COVID-19 Classification Using Deep Learning Two-Stage Approach.

[BibT_eX]

[DOI]

CoRR, 2022

A Class-Imbalanced Study with Feature Extraction via PCA and Convolutional Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Information Reuse and Integration for Data Science, 2022

A Novel Approach for Unsupervised Learning of Highly-Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Cognitive Machine Intelligence, 2022

2021

A reconstruction error-based framework for label noise detection.

[BibT_eX]

[DOI]

J. Big Data, 2021

Feature Extraction for Class Imbalance Using a Convolutional Autoencoder and Data Sampling.

[BibT_eX]

[DOI]