César Ferri
TítuloCitado porAño
Introducción a la Minería de Datos
J Hernández Orallo, MJ Ramírez Quintana, C Ferri Ramírez
Pearson Educación SA Madrid, 2004
7662004
An experimental comparison of performance measures for classification
C Ferri, J Hernández-Orallo, R Modroiu
Pattern Recognition Letters 30 (1), 27-38, 2009
3732009
Learning decision trees using the area under the ROC curve
C Ferri, P Flach, J Hernández-Orallo
ICML 2, 139-146, 2002
3402002
Volume under the ROC surface for multi-class problems
C Ferri, J Hernández-Orallo, MA Salido
European conference on machine learning, 108-120, 2003
2042003
A unified view of performance metrics: translating threshold choice into expected classification loss
J Hernández-Orallo, P Flach, C Ferri
Journal of Machine Learning Research 13 (Oct), 2813-2869, 2012
1392012
A coherent interpretation of AUC as a measure of aggregated classification performance
C Ferri, J Hernández-Orallo, PA Flach
Proceedings of the 28th International Conference on Machine Learning (ICML …, 2011
1312011
Improving the AUC of probabilistic estimation trees
C Ferri, PA Flach, J Hernández-Orallo
European Conference on Machine Learning, 121-132, 2003
1002003
Delegating classifiers
C Ferri, P Flach, J Hernández-Orallo
Proceedings of the twenty-first international conference on Machine learning, 37, 2004
922004
Quantification via probability estimators
A Bella, C Ferri, J Hernández-Orallo, MJ Ramirez-Quintana
2010 IEEE International Conference on Data Mining, 737-742, 2010
732010
Brier curves: a new cost-based visualisation of classifier performance
J Hernández-Orallo, P Flach, C Ferri
Proceedings of the 28th International Conference on Machine Learning, ICML2011, 2011
592011
Cautious Classifiers.
C Ferri, J Hernández-Orallo
ROCAI 4, 27-36, 2004
482004
Decision support for data mining
P Flach, H Blockeel, C Ferri, J Hernández-Orallo, J Struyf
Data Mining and Decision Support, 81-90, 2003
482003
Incremental learning of functional logic programs
C Ferri-Ramírez, J Hernández-Orallo, MJ Ramírez-Quintana
International Symposium on Functional and Logic Programming, 233-247, 2001
482001
Modifying ROC curves to incorporate predicted probabilities
C Ferri, P Flach, J Hernández-Orallo, A Senad
Proceedings of the second workshop on ROC analysis in machine learning, 33-40, 2005
382005
From ensemble methods to comprehensible models
C Ferri, J Hernández-Orallo, MJ Ramírez-Quintana
International Conference on Discovery Science, 165-177, 2002
362002
On the effect of calibration in classifier combination
A Bella, C Ferri, J Hernández-Orallo, MJ Ramírez-Quintana
Applied intelligence 38 (4), 566-585, 2013
332013
Análisis del rendimiento académico en los estudios de informática de la Universidad Politécnica de Valencia aplicando técnicas de minería de datos
R Alcover, J Benlloch, P Blesa, MA Calduch, M Celma, C Ferri, ...
Teruel, España. Disponible en: http://bioinfo. uib. es/~ joemiro/aenui …, 2007
312007
An improved model selection heuristic for AUC
S Wu, P Flach, C Ferri
European Conference on Machine Learning, 478-489, 2007
302007
ROC curves in cost space
J Hernández-Orallo, P Flach, C Ferri
Machine learning 93 (1), 71-91, 2013
272013
Calibration of machine learning models
A Bella, C Ferri, J Hernández-Orallo, MJ Ramírez-Quintana
Handbook of Research on Machine Learning Applications and Trends: Algorithms …, 2010
252010
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Artículos 1–20