Spremljaj
José Hernández-Orallo
José Hernández-Orallo
Druga imenaJose H. Orallo
VRAIN (UPV), ValGRAI, CFI, CSER.
Preverjeni e-poštni naslov na upv.es - Domača stran
Naslov
Navedeno
Navedeno
Leto
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
14232022
An experimental comparison of performance measures for classification
C Ferri, J Hernández-Orallo, R Modroiu
Pattern recognition letters 30 (1), 27-38, 2009
11142009
Introduction to Data Mining, 1st Edition
J Hernández-Orallo, MJ Ramírez-Quintana, C Ferri-Ramírez
Pearson, 2004
946*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
6102021
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
4472002
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
3852011
Knowledge Discovery from Databases
J Hernandez-Orallo
Encyclopedia of Database Technologies and Applications, 313-318, 2005
293*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
2862012
Volume under the ROC surface for multi-class problems
C Ferri, J Hernández-Orallo, MA Salido
European conference on machine learning, 108-120, 2003
2622003
Evaluation in artificial intelligence: from task-oriented to ability-oriented measurement
J Hernández-Orallo
Artificial Intelligence Review 48 (3), 397-447, 2017
2502017
Inductive Programming Meets the Real World
S Gulwani, J Hernández-Orallo, E Kitzelmann, SH Muggleton, U Schmid, ...
Communications of the ACM 58 (11), 2015
2352015
The Measure of All Minds: Evaluating Natural and Artificial Intelligence
J Hernández-Orallo
Cambridge University Press, 2017
2212017
Measuring universal intelligence: Towards an anytime intelligence test
J Hernández-Orallo, DL Dowe
Artificial Intelligence 174 (18), 1508-1539, 2010
2072010
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
1852023
Quantification via probability estimators
A Bella, C Ferri, J Hernández-Orallo, MJ Ramirez-Quintana
International Conference on Data Mining, 737-742, 2010
1752010
ROC curves for regression
J Hernández-Orallo
Pattern Recognition 46 (12), 3395-3411, 2013
1702013
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
1602024
Beyond the Turing test
J Hernandez-Orallo
Journal of Logic, Language and Information 9, 447-466, 2000
1532000
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
1322019
Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks
S Tolan, A Pesole, F Martinez-Plumed, E Fernández-Macías, ...
Journal of Artificial Intelligence Research 71, 191-236, 2021
1292021
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