Concepedia

Cèsar Ferri

CF

27

Publications

3.8K

Citations

18

H-Index

2002

Active since

Affiliations

Universitat Politècnica de València(Current)

University of Bristol

Leverhulme Trust

Université de Strasbourg

Artificial Intelligence Research Institute

Cèsar Ferri is an author at Universitat Politècnica de València specializing in engineering, data science, and data mining.

Top concepts

EngineeringData ScienceMachine LearningKnowledge DiscoveryData MiningComputer SciencePattern RecognitionStatisticsArtificial IntelligencePredictive Analytics

Publications per year

2002–2024

27

Publications

27

Proceedings of the 28th International Conference on Machine Learning

José Hernández‐Orallo, Peter Flach, Cèsar Ferri · 2011 · 1.3K citations

Artificial Intelligence, Engineering, Machine Learning +6

An experimental comparison of performance measures for classification

Cèsar Ferri, José Hernández‐Orallo, R. Modroiu · Pattern Recognition Letters · 2008 · 866 citations

Data Classification, Classification Method, Engineering +9

CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories

Fernando Martínez‐Plumed, Lidia Contreras-Ochando, Cèsar Ferri et al. · IEEE Transactions on Knowledge and Data Engineering · 2019 · 396 citations · Full text

Engineering, Business Intelligence, Data Preparation +22

Learning Decision Trees Using the Area Under the ROC Curve

Cèsar Ferri, Peter Flach, José Hernández‐Orallo · 2002 · 266 citations

Engineering, Machine Learning, Roc Diagram +16

A unified view of performance metrics: translating threshold choice into expected classification loss

José Hernández‐Orallo, Peter Flach, Cèsar Ferri · Bristol Research (University of Bristol) · 2012 · 191 citations · Full text

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