Ferri, Cèsar

An experimental comparison of performance measures for classification

Ferri, C., Hernández-Orallo, J., & Modroiu, R. (2009) · Pattern Recognition Letters

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 889

Larger and more instructable language models become less reliable

Zhou, L., Schellaert, W., Martínez-Plumed, F., Moros-Daval, Y., Ferri, C., & Hernández-Orallo, J. (2024) · Nature

Topic ModelingNatural Language Processing Techniques

Cited by 203

Calibration of Machine Learning Models

Bella, A., Ferri, C., Hernández-Orallo, J., & Ramírez-Quintana, M. J. (2010) · Handbook of Research on Machine Learning Applications and Trends

Imbalanced Data Classification TechniquesAdversarial Robustness in Machine Learning

Cited by 59

Can language models automate data wrangling?

Jaimovitch-López, G., Ferri, C., Hernández-Orallo, J., Martínez-Plumed, F., & Ramírez-Quintana, M. J. (2023) · Machine Learning

Topic ModelingData Quality and Management

Cited by 48

On the effect of calibration in classifier combination

Bella, A., Ferri, C., Hernández-Orallo, J., & Ramírez-Quintana, M. J. (2013) · Applied Intelligence

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 45

Knowledge acquisition with forgetting: an incremental and developmental setting

Martínez-Plumed, F., Ferri, C., Hernández-Orallo, J., & Ramírez-Quintana, M. J. (2015) · Adaptive Behavior

AI-based Problem Solving and PlanningLogic, Reasoning, and Knowledge

Cited by 14

Similarity-Binning Averaging: A Generalisation of Binning Calibration

Bella, A., Ferri, C., Hernández-Orallo, J., & Ramírez-Quintana, M. J. (2009) · Lecture Notes in Computer Science

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 9