José Hernández-Orallo
José Hernández-Orallo
VRAIN, Valencian Research Institute for Artificial Intelligence, Universitat Politecnica de Valencia
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Title
Cited by
Cited by
Year
Introduction to Data Mining, 1st Edition
J Hernández-Orallo, MJ Ramírez-Quintana, C Ferri-Ramírez
Pearson, 2004
686*2004
An experimental comparison of performance measures for classification
C Ferri, J Hernández-Orallo, R Modroiu
Pattern Recognition Letters 30 (1), 27-38, 2009
4782009
Learning decision trees using the area under the ROC curve
C Ferri, P Flach, J Hernández-Orallo
International Conference on Machine Learning, ICML, 139-146, 2002
3592002
Knowledge Discovery from Databases
J Hernandez-Orallo
Encyclopedia of Database Technologies and Applications, 313-318, 2005
228*2005
Volume under the ROC surface for multi-class problems
C Ferri, J Hernández-Orallo, MA Salido
European conference on machine learning, 108-120, 2003
2152003
A unified view of performance metrics: translating threshold choice into expected classification loss
J Hernández-Orallo, P Flach, C Ferri
The Journal of Machine Learning Research 13 (1), 2813-2869, 2012
1662012
A coherent interpretation of AUC as a measure of aggregated classification performance
PA Flach, J Hernández-Orallo, C Ferri
International Conference on Machine Learning (ICML-11), 657-664, 2011
1612011
Measuring universal intelligence: Towards an anytime intelligence test
J Hernández-Orallo, DL Dowe
Artificial Intelligence 174 (18), 1508-1539, 2010
1542010
Inductive Programming Meets the Real World
S Gulwani, J Hernández-Orallo, E Kitzelmann, SH Muggleton, U Schmid, ...
Communications of the ACM 58 (11), 2015
137*2015
Beyond the Turing test
J Hernandez-Orallo
Journal of Logic, Language and Information 9 (4), 447-466, 2000
1122000
Improving the AUC of probabilistic estimation trees
C Ferri, PA Flach, J Hernández-Orallo
European Conference on Machine Learning, 121-132, 2003
1032003
Delegating classifiers
C Ferri, P Flach, J Hernández-Orallo
International Conference on Machine Learning: ICML, 37, 2004
922004
Evaluation in artificial intelligence: from task-oriented to ability-oriented measurement
J Hernández-Orallo
Artificial Intelligence Review 48 (3), 397-447, 2017
91*2017
Quantification via probability estimators
A Bella, C Ferri, J Hernández-Orallo, MJ Ramirez-Quintana
2010 IEEE International Conference on Data Mining, 737-742, 2010
822010
The Measure of All Minds: Evaluating Natural and Artificial Intelligence
J Hernández-Orallo
Cambridge University Press, 2017
802017
ROC curves for regression
J Hernández-Orallo
Pattern Recognition 46 (12), 3395-3411, 2013
782013
A Formal Definition of Intelligence Based on an Intensional Variant of Algorithmic Complexity
J Hernandez-Orallo
Proceedings of the International Symposium of Engineering of Intelligent …, 1998
781998
Brier curves: a new cost-based visualisation of classifier performance
J Hernández-Orallo, PA Flach, C Ferri
International Conference on Machine Learning (ICML-11), 585-592, 2011
762011
IQ tests are not for machines, yet
DL Dowe, J Hernández-Orallo
Intelligence 40 (2), 77, 2012
552012
Comparing humans and AI agents
J Insa-Cabrera, DL Dowe, S Espana-Cubillo, MV Hernández-Lloreda, ...
International Conference on Artificial General Intelligence, 122-132, 2011
522011
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