César Ferri

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	All	Since 2016
Citations	3837	1649
h-index	22	16
i10-index	40	23

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Co-authors

José Hernández-OralloVRAIN, Valencian Research Institute for Artificial Intelligence, Universitat Politecnica de ValenciaVerified email at upv.es
María José RamírezUniversitat Politècnica de ValènciaVerified email at dsic.upv.es
Peter FlachProfessor of Artificial Intelligence, Department of Computer Science, University of BristolVerified email at bristol.ac.uk
Fernando Martínez-PlumedVRAIN, Valencian Research Institute for Artificial Intelligence, Universitat Politècnica de ValènciaVerified email at dsic.upv.es
Antonio BellaUniversitat Politècnica de ValènciaVerified email at dsic.upv.es
Lidia Contreras-OchandoVRAIN - Universitat Politènica de ValènciaVerified email at upv.es
Nicolas LachicheAssociate professor in Computer Science, University of StrasbourgVerified email at unistra.fr
Miguel A. SalidoCatedrático de Universidad, Universitat Politecnica de ValenciaVerified email at dsic.upv.es
Meelis KullAssociate Professor, University of TartuVerified email at ut.ee
German VidalProfessor of Computer Science, MIST, VRAIN, Universitat Politècnica de ValènciaVerified email at dsic.upv.es
Adolfo Martínez-UsóUniversity Jaume IVerified email at uji.es
Hendrik BlockeelDepartment of Computer Science, KU LeuvenVerified email at cs.kuleuven.be
Moreno FalaschiProfessor of Computer ScienceVerified email at unisi.it
Paulina Adriana Morillo AlcivarProfessor of Numeric Methods, Universidad Politécnica Salesiana Ecuador - Computer ScienceVerified email at ups.edu.ec
José-V. Benlloch-DualdeAssoc. Prof. Universitat Politècnica de ValènciaVerified email at disca.upv.es
Angeles Calduch-LosaProfesora de Estadística, Universitat Politècnica de ValènciaVerified email at eio.upv.es
Shaomin WuProfessor of Business/Applied Statistics, Kent Business School, University of KentVerified email at kent.ac.uk
Diego Vallejo-HuangaProfessor in the Department of Computer Science, Universidad Politécnica SalesianaVerified email at ups.edu.ec
Gines MorenoUniversidad de Catilla-La manchaVerified email at uclm.es
C. MonserratResearch Institute for Artificial Intelligence (VRAIN), Universitat Politècnica de ValènciaVerified email at dsic.upv.es

César Ferri

VRAIN. Universitat Politècnica de València

Verified email at dsic.upv.es - Homepage

Artificial Intelligence Machine Learning Data Mining Inductive Programming


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Introducción a la Minería de Datos J Hernández Orallo, MJ Ramírez Quintana, C Ferri Ramírez Pearson Educación SA Madrid, 2004	935	2004
An experimental comparison of performance measures for classification C Ferri, J Hernández-Orallo, R Modroiu Pattern Recognition Letters 30 (1), 27-38, 2009	550	2009
Learning decision trees using the area under the ROC curve C Ferri, P Flach, J Hernández-Orallo Icml 2, 139-146, 2002	376	2002
Volume under the ROC surface for multi-class problems C Ferri, J Hernández-Orallo, MA Salido European conference on machine learning, 108-120, 2003	215	2003
A unified view of performance metrics: Translating threshold choice into expected classification loss J Hernández-Orallo, P Flach, C Ferri Ramírez Journal of Machine Learning Research 13, 2813-2869, 2012	180	2012
A coherent interpretation of AUC as a measure of aggregated classification performance PA Flach, J Hernández-Orallo, CF Ramirez ICML, 2011	179	2011
Improving the AUC of probabilistic estimation trees C Ferri, PA Flach, J Hernández-Orallo European Conference on Machine Learning, 121-132, 2003	103	2003
Delegating classifiers C Ferri, P Flach, J Hernández-Orallo Proceedings of the twenty-first international conference on Machine learning, 37, 2004	94	2004
Quantification via probability estimators A Bella, C Ferri, J Hernández-Orallo, MJ Ramirez-Quintana 2010 IEEE International Conference on Data Mining, 737-742, 2010	93	2010
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	81	2011
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	51	2001
Decision support for data mining P Flach, H Blockeel, C Ferri, J Hernández-Orallo, J Struyf Data Mining and Decision Support, 81-90, 2003	50	2003
Cautious Classifiers. C Ferri, J Hernández-Orallo ROCAI 4, 27-36, 2004	49	2004
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 4140 …, 2005	45	2005
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	41	2013
From ensemble methods to comprehensible models C Ferri, J Hernández-Orallo, MJ Ramírez-Quintana International Conference on Discovery Science, 165-177, 2002	41	2002
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	39	2007
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	36	2010
An improved model selection heuristic for AUC S Wu, P Flach, C Ferri European Conference on Machine Learning, 478-489, 2007	35	2007
Improving performance of multiclass classification by inducing class hierarchies D Silva-Palacios, C Ferri, MJ Ramírez-Quintana Procedia Computer Science 108, 1692-1701, 2017	34	2017

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