José Hernández-Orallo

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Cèsar FerriVRAIN (UPV), ValGRAIVerified email at dsic.upv.es
Fernando Martínez-PlumedVRAIN, Valencian Research Institute for Artificial Intelligence, Universitat Politecnica de ValenciaVerified email at dsic.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
David L DoweMonash UniversityVerified email at monash.edu
Lidia Contreras-OchandoVRAIN-UPVVerified email at upv.es
Antonio BellaUniversitat Politècnica de ValènciaVerified email at dsic.upv.es
Lucy ChekeProfessor of Experimental Psychology, Department of Psychology, CambridgeVerified email at cam.ac.uk
Sean S O hEigeartaighCentre for the Study of Existential Risk, University of CambridgeVerified email at cam.ac.uk
Nicolas LachicheProfessor in Computer Science, University of StrasbourgVerified email at unistra.fr
Ute SchmidProfessor of Cognitive Systems, University of BambergVerified email at uni-bamberg.de
Adolfo Martínez-UsóPhotonicSENSVerified email at uji.es
Bao Sheng LoeUniversity of CambridgeVerified email at cam.ac.uk
Emilia GómezJoint Research Centre, European Commission and Music Technology Group, Universitat Pompeu FabraVerified email at upf.edu
John BurdenUniversity of CambridgeVerified email at cam.ac.uk
Wout SchellaertUniversitat Politècnica de ValènciaVerified email at vrain.upv.es
Meelis KullAssociate Professor, University of TartuVerified email at ut.ee
Enrique Fernandez-MaciasResearcher in the Joint Research Centre of the European Commission, SevillaVerified email at ec.europa.eu
Stephen MuggletonImperial College LondonVerified email at imperial.ac.uk
Matthew CrosbyImperial College LondonVerified email at mdcrosby.com

José Hernández-Orallo

Other namesJose H. Orallo

VRAIN (UPV), ValGRAI, CFI, CSER.

Verified email at upv.es - Homepage

Artificial Intelligence Data Science Intelligence AI Evaluation AI Safety


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Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... Transactions on Machine Learning Research, 2022	1144	2022
An experimental comparison of performance measures for classification C Ferri, J Hernández-Orallo, R Modroiu Pattern recognition letters 30 (1), 27-38, 2009	1083	2009
Introduction to Data Mining, 1st Edition J Hernández-Orallo, MJ Ramírez-Quintana, C Ferri-Ramírez Pearson, 2004	954*	2004
CRISP-DM twenty years later: From data mining processes to data science trajectories F Martínez-Plumed, L Contreras-Ochando, C Ferri, JH Orallo, M Kull, ... IEEE Transactions on Knowledge and Data Engineering 33 (8), 3048-3061, 2021	558	2021
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	447	2002
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	379	2011
Knowledge Discovery from Databases J Hernandez-Orallo Encyclopedia of Database Technologies and Applications, 313-318, 2005	302*	2005
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	278	2012
Volume under the ROC surface for multi-class problems C Ferri, J Hernández-Orallo, MA Salido European conference on machine learning, 108-120, 2003	263	2003
Inductive Programming Meets the Real World S Gulwani, J Hernández-Orallo, E Kitzelmann, SH Muggleton, U Schmid, ... Communications of the ACM 58 (11), 2015	231	2015
Evaluation in artificial intelligence: from task-oriented to ability-oriented measurement J Hernández-Orallo Artificial Intelligence Review 48 (3), 397-447, 2017	230	2017
Trends in AI inference energy consumption: Beyond the performance-vs-parameter laws of deep learning R Desislavov, F Martínez-Plumed, J Hernández-Orallo Sustainable Computing 38, 100857, 2023	227*	2023
Measuring universal intelligence: Towards an anytime intelligence test J Hernández-Orallo, DL Dowe Artificial Intelligence 174 (18), 1508-1539, 2010	206	2010
The Measure of All Minds: Evaluating Natural and Artificial Intelligence J Hernández-Orallo Cambridge University Press, 2017	203	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	163	2010
ROC curves for regression J Hernández-Orallo Pattern Recognition 46 (12), 3395-3411, 2013	161	2013
Beyond the Turing test J Hernandez-Orallo Journal of Logic, Language and Information 9, 447-466, 2000	149	2000
Item response theory in AI: Analysing machine learning classifiers at the instance level F Martínez-Plumed, RBC Prudêncio, A Martínez-Usó, J Hernández-Orallo Artificial intelligence 271, 18-42, 2019	123	2019
Delegating classifiers C Ferri, P Flach, J Hernández-Orallo International Conference on Machine Learning: ICML, 37, 2004	113	2004
Futures of artificial intelligence through technology readiness levels F Martínez-Plumed, E Gómez, J Hernández-Orallo Telematics and Informatics 58, 101525, 2020	111	2020

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