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
709*2004
An experimental comparison of performance measures for classification
C Ferri, J Hernández-Orallo, R Modroiu
Pattern Recognition Letters 30 (1), 27-38, 2009
5282009
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
3732002
Knowledge Discovery from Databases
J Hernandez-Orallo
Encyclopedia of Database Technologies and Applications, 313-318, 2005
229*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
2202003
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
1802012
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
1752011
Measuring universal intelligence: Towards an anytime intelligence test
J Hernández-Orallo, DL Dowe
Artificial Intelligence 174 (18), 1508-1539, 2010
1582010
Inductive Programming Meets the Real World
S Gulwani, J Hernández-Orallo, E Kitzelmann, SH Muggleton, U Schmid, ...
Communications of the ACM 58 (11), 2015
151*2015
Beyond the Turing test
J Hernandez-Orallo
Journal of Logic, Language and Information 9 (4), 447-466, 2000
1192000
Evaluation in artificial intelligence: from task-oriented to ability-oriented measurement
J Hernández-Orallo
Artificial Intelligence Review 48 (3), 397-447, 2017
105*2017
Improving the AUC of probabilistic estimation trees
C Ferri, PA Flach, J Hernández-Orallo
European Conference on Machine Learning, 121-132, 2003
1052003
Delegating classifiers
C Ferri, P Flach, J Hernández-Orallo
International Conference on Machine Learning: ICML, 37, 2004
952004
The Measure of All Minds: Evaluating Natural and Artificial Intelligence
J Hernández-Orallo
Cambridge University Press, 2017
942017
Quantification via probability estimators
A Bella, C Ferri, J Hernández-Orallo, MJ Ramirez-Quintana
2010 IEEE International Conference on Data Mining, 737-742, 2010
912010
ROC curves for regression
J Hernández-Orallo
Pattern Recognition 46 (12), 3395-3411, 2013
872013
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
861998
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
822011
IQ tests are not for machines, yet
DL Dowe, J Hernández-Orallo
Intelligence 40 (2), 77, 2012
582012
A New AI Evaluation Cosmos: Ready to Play the Game?
J Hernández-Orallo, M Baroni, J Bieger, N Chmait, DL Dowe, K Hofmann, ...
AI Magazine 38 (3), 2017
572017
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