Fernando Martínez-Plumed

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José Hernández-OralloVRAIN (UPV), ValGRAI, CFI, CSER.E-mail confirmado em upv.es
Cèsar FerriVRAIN (UPV), ValGRAIE-mail confirmado em dsic.upv.es
María José RamírezUniversitat Politècnica de ValènciaE-mail confirmado em dsic.upv.es
Emilia GómezJoint Research Centre, European Commission and Music Technology Group, Universitat Pompeu FabraE-mail confirmado em upf.edu
Peter FlachProfessor of Artificial Intelligence, Department of Computer Science, University of BristolE-mail confirmado em bristol.ac.uk
Sean S O hEigeartaighCentre for the Study of Existential Risk, University of CambridgeE-mail confirmado em cam.ac.uk
Bao Sheng LoeUniversity of CambridgeE-mail confirmado em cam.ac.uk
Wout SchellaertUniversitat Politècnica de ValènciaE-mail confirmado em vrain.upv.es
Enrique Fernandez-MaciasResearcher in the Joint Research Centre of the European Commission, SevillaE-mail confirmado em ec.europa.eu
Shahar AvinUniversity of CambridgeE-mail confirmado em cam.ac.uk
Meelis KullProfessor of Artificial Intelligence, University of TartuE-mail confirmado em ut.ee
Nicolas LachicheProfessor in Computer Science, University of StrasbourgE-mail confirmado em unistra.fr
Lucy ChekeProfessor of Experimental Psychology, Department of Psychology, CambridgeE-mail confirmado em cam.ac.uk
Ute SchmidProfessor of Cognitive Systems, University of BambergE-mail confirmado em uni-bamberg.de
Adolfo Martínez-UsóPhotonicSENSE-mail confirmado em uji.es
David L DoweMonash UniversityE-mail confirmado em monash.edu
Ricardo Bastos C. PrudencioCentro de Informática - UFPE - BrasilE-mail confirmado em cin.ufpe.br
Karina VoldAssistant Professor, Institute for the History and Philosophy of Science and Technology, UniversityE-mail confirmado em utoronto.ca
Marco BaroniICREA Professor (Barcelona)E-mail confirmado em upf.edu
Katja HofmannMicrosoft ResearchE-mail confirmado em microsoft.com

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Fernando Martínez-Plumed

VRAIN, Valencian Research Institute for Artificial Intelligence, Universitat Politecnica de Valencia

E-mail confirmado em dsic.upv.es - Página inicial

Artificial Intelligence Machine Learning AI evaluation Item Response Theory


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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, ... arXiv preprint arXiv:2206.04615, 2022	1286	2022
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	603	2021
Defining Artificial Intelligence. Towards an operational definition and taxonomy of artificial intelligence S Samoili, M López Cobo, E Gómez, G De Prato, F Martínez-Plumed, ... Publications Office of the European Union, Luxembourg, 2020	204*	2020
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	166	2023
Measuring the occupational impact of AI: tasks, cognitive abilities and AI benchmarks S Tolan, A Pesole, F Martínez-Plumed, E Fernández-Macías, ... Journal of Artificial Intelligence Research 71, 191-236, 2021	131	2021
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	129	2019
Futures of artificial intelligence through technology readiness levels F Martínez-Plumed, E Gómez, J Hernández-Orallo Telematics and Informatics 58, 2021	128	2021
AI WATCH. defining artificial intelligence S Samoili, C LOPEZ, GE GOMEZ, PG DE, F Martinez-Plumed, ...	114	2020
Compute and energy consumption trends in deep learning inference R Desislavov, F Martínez-Plumed, J Hernández-Orallo arXiv preprint arXiv:2109.05472, 2021	110	2021
Computer models solving intelligence test problems: Progress and implications J Hernández-Orallo, F Martínez-Plumed, U Schmid, M Siebers, DL Dowe Artificial Intelligence 230, 74-107, 2016	105	2016
Making Sense of Item Response Theory in Machine Learning F Martínez-Plumed, RBC Prudêncio, A Martínez-Usó, J Hernández-Orallo 22nd European Conference on Artificial Intelligence (ECAI 2016) 285, 1140 - 1148, 2016	104	2016
Missing the missing values: The ugly duckling of fairness in machine learning F Martínez‐Plumed, C Ferri, D Nieves, J Hernández‐Orallo International Journal of Intelligent Systems 36 (7), 3217-3258, 2021	101*	2021
Rethink reporting of evaluation results in AI R Burnell, W Schellaert, J Burden, TD Ullman, F Martinez-Plumed, ... Science 380 (6641), 136-138, 2023	92*	2023
AI watch S Samoili, ML Cobo, B Delipetrev, F Martinez-Plumed, E Gomez, ... Defining Artificial Intelligence 2, 2020	87	2020
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, 2017	78	2017
Mapping intelligence: Requirements and possibilities S Bhatnagar, A Alexandrova, S Avin, S Cave, L Cheke, M Crosby, ... Philosophy and theory of artificial intelligence 2017, 117-135, 2018	71*	2018
Can language models automate data wrangling? G Jaimovitch-López, C Ferri, J Hernández-Orallo, F Martínez-Plumed, ... Machine Learning 112 (6), 2053-2082, 2023	49	2023
Dual Indicators to Analyse AI Benchmarks: Difficulty, Discrimination, Ability and Generality F Martınez-Plumed, J Hernández-Orallo IEEE Transactions on Games 12 (2), 121-131, 2020	49*	2020
Larger and more instructable language models become less reliable L Zhou, W Schellaert, F Martínez-Plumed, Y Moros-Daval, C Ferri, ... Nature 634 (8032), 61-68, 2024	45	2024
The Facets of Artificial Intelligence: A Framework to Track the Evolution of AI F Martınez-Plumed, BS Loe, P Flach, S O hEigeartaigh, K Vold, ... 27th International Joint Conference on Artificial Intelligence (IJCAI 2018 …, 2018	43*	2018

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