Preston Billion Polak

According to our database, Preston Billion Polak authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Evaluating techniques from low-shot learning on traditional imbalanced classification tasks.

Preston Billion Polak, Taghi M. Khoshgoftaar

J. Big Data, December, 2025

A review of distinct machine learning classifiers for healthcare fraud detection.

Ethan D. Curtis, Preston Billion Polak, Taghi M. Khoshgoftaar, Borko Furht

J. Big Data, December, 2025

2024

Low-shot learning and class imbalance: a survey.

Preston Billion Polak, Joseph D. Prusa, Taghi M. Khoshgoftaar

J. Big Data, December, 2024

A Comparison of Low-Shot Learning Methods for Imbalanced Binary Classification.

Preston Billion Polak, Taghi M. Khoshgoftaar

Proceedings of the 36th IEEE International Conference on Tools with Artificial Intelligence, 2024

An Evaluation of Low-Shot Learning Techniques for the Detection of Credit Card Fraud.

Preston Billion Polak, Taghi M. Khoshgoftaar

Proceedings of the International Conference on Machine Learning and Applications, 2024