Mary Anne Walauskis

According to our database, Mary Anne Walauskis authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

Unsupervised label generation for severely imbalanced fraud data.

Mary Anne Walauskis, Taghi M. Khoshgoftaar

J. Big Data, December, 2025

SHAP-Based Feature Selection for Enhanced Unsupervised Labeling.

Mary Anne Walauskis, Taghi M. Khoshgoftaar

IEEE Access, 2025

Choosing the Right Metrics: A Study of Performance Measurement for Binary Classification in Imbalanced and Big Data.

Mary Anne Walauskis, Taghi M. Khoshgoftaar

Proceedings of the 38th International Florida Artificial Intelligence Research Society Conference, 2025

2024

Confident Labels: A Novel Approach to New Class Labeling and Evaluation on Highly Imbalanced Data.

Mary Anne Walauskis, Taghi M. Khoshgoftaar

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

New Class Labeling and Evaluation Methodology for Balanced and Highly Imbalanced Data.

Mary Anne Walauskis, Taghi M. Khoshgoftaar

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