New Class Labeling and Evaluation Methodology for Balanced and Highly Imbalanced Data. - Mary Anne Walauskis; Taghi M. Khoshgoftaar (ICMLA, 2024)

Confident Labels: A Novel Approach to New Class Labeling and Evaluation on Highly Imbalanced Data. - Mary Anne Walauskis; Taghi M. Khoshgoftaar (ICTAI, 2024)

Choosing the Right Metrics: A Study of Performance Measurement for Binary Classification in Imbalanced and Big Data. - Mary Anne Walauskis; Taghi M. Khoshgoftaar (FLAIRS, 2025)

SHAP-Based Feature Selection for Enhanced Unsupervised Labeling. - Mary Anne Walauskis; Taghi M. Khoshgoftaar (IEEE Access, 2025)

Unsupervised label generation for severely imbalanced fraud data. - Mary Anne Walauskis; Taghi M. Khoshgoftaar (J. Big Data, 2025)