An Analysis of Performance Metrics for Imbalanced Classification. - Jean-Gabriel Gaudreault; Paula Branco; João Gama 001 (DS, 2021)

Toward Streamlining the Evaluation of Novelty Detection in Data Streams. - Jean-Gabriel Gaudreault; Paula Branco (DS, 2023)

Empirical analysis of performance assessment for imbalanced classification. - Jean-Gabriel Gaudreault; Paula Branco (Mach. Learn., 2024)

A Systematic Literature Review of Novelty Detection in Data Streams: Challenges and Opportunities. - Jean-Gabriel Gaudreault; Paula Branco (ACM Comput. Surv., 2024)

Prioritizing the essential: A robust evaluation framework for novelty detection. - Jean-Gabriel Gaudreault; Paula Branco (Mach. Learn., 2025)