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-OchandoGrupo Sorolla EducaciónVerified email at 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
Antonio BellaUniversitat Politècnica de ValènciaVerified email at dsic.upv.es
Wout SchellaertUniversitat Politècnica de ValènciaVerified email at vrain.upv.es
Nicolas LachicheProfessor in Computer Science, University of StrasbourgVerified email at unistra.fr
John BurdenUniversity of CambridgeVerified email at cam.ac.uk
Ute SchmidProfessor of Cognitive Systems, University of BambergVerified email at uni-bamberg.de
Adolfo Martínez-UsóPhotonicSENSVerified email at uji.es
Emilia GómezJoint Research Centre, European Commission and Music Technology Group, Universitat Pompeu FabraVerified email at upf.edu
Bao Sheng LoeUniversity of CambridgeVerified email at cam.ac.uk
Meelis KullProfessor of Artificial Intelligence, 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
Matthew CrosbyImperial College LondonVerified email at mdcrosby.com
Stephen MuggletonImperial College LondonVerified email at imperial.ac.uk

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	1433	2022
An experimental comparison of performance measures for classification C Ferri, J Hernández-Orallo, R Modroiu Pattern recognition letters 30 (1), 27-38, 2009	1117	2009
Introduction to Data Mining, 1st Edition J Hernández-Orallo, MJ Ramírez-Quintana, C Ferri-Ramírez Pearson, 2004	948*	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	612	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	386	2011
Knowledge Discovery from Databases J Hernandez-Orallo Encyclopedia of Database Technologies and Applications, 313-318, 2005	294*	2005
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	287	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	262	2003
Evaluation in artificial intelligence: from task-oriented to ability-oriented measurement J Hernández-Orallo Artificial Intelligence Review 48 (3), 397-447, 2017	251	2017
Inductive Programming Meets the Real World S Gulwani, J Hernández-Orallo, E Kitzelmann, SH Muggleton, U Schmid, ... Communications of the ACM 58 (11), 2015	235	2015
The Measure of All Minds: Evaluating Natural and Artificial Intelligence J Hernández-Orallo Cambridge University Press, 2017	222	2017
Measuring universal intelligence: Towards an anytime intelligence test J Hernández-Orallo, DL Dowe Artificial Intelligence 174 (18), 1508-1539, 2010	207	2010
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: Informatics and Systems 38, 100857, 2023	186	2023
Quantification via probability estimators A Bella, C Ferri, J Hernández-Orallo, MJ Ramirez-Quintana International Conference on Data Mining, 737-742, 2010	176	2010
ROC curves for regression J Hernández-Orallo Pattern Recognition 46 (12), 3395-3411, 2013	171	2013
Foundational challenges in assuring alignment and safety of large language models U Anwar, A Saparov, J Rando, D Paleka, M Turpin, P Hase, ES Lubana, ... Transactions on Machine Learning Research, 2024	160	2024
Beyond the Turing test J Hernandez-Orallo Journal of Logic, Language and Information 9, 447-466, 2000	153	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	134	2019
Futures of artificial intelligence through technology readiness levels F Martínez-Plumed, E Gómez, J Hernández-Orallo Telematics and Informatics 58, 101525, 2020	131	2020

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