Fernando Martínez-Plumed

Cited by

	All	Since 2019
Citations	3589	3401
h-index	24	23
i10-index	43	39

1200

600

300

900

201520162017201820192020202120222023202411 18 47 78 95 214 292 523 1079 1163

Public access

View all

46 articles

2 articles

available

not available

Based on funding mandates

Co-authors

José Hernández-OralloVRAIN (UPV), ValGRAI, CFI, CSER.Verified email at upv.es
Cèsar FerriVRAIN (UPV), ValGRAIVerified email at dsic.upv.es
María José RamírezUniversitat Politècnica de ValènciaVerified email at dsic.upv.es
Emilia GómezJoint Research Centre, European Commission and Music Technology Group, Universitat Pompeu FabraVerified email at upf.edu
Peter FlachProfessor of Artificial Intelligence, Department of Computer Science, University of BristolVerified email at bristol.ac.uk
Sean S O hEigeartaighCentre for the Study of Existential Risk, University of CambridgeVerified email at cam.ac.uk
Bao Sheng LoeUniversity of CambridgeVerified email at cam.ac.uk
Enrique Fernandez-MaciasResearcher in the Joint Research Centre of the European Commission, SevillaVerified email at ec.europa.eu
Wout SchellaertUniversitat Politècnica de ValènciaVerified email at vrain.upv.es
Shahar AvinUniversity of CambridgeVerified email at cam.ac.uk
Meelis KullAssociate Professor, University of TartuVerified email at ut.ee
Nicolas LachicheProfessor in Computer Science, University of StrasbourgVerified email at unistra.fr
Lucy ChekeAssociate Professor, Department of Psychology, 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
David L DoweMonash UniversityVerified email at monash.edu
Ricardo Bastos C. PrudencioCentro de Informática - UFPE - BrasilVerified email at cin.ufpe.br
Karina VoldAssistant Professor, Institute for the History and Philosophy of Science and Technology, UniversityVerified email at utoronto.ca
Marco BaroniICREA Professor (Barcelona)Verified email at upf.edu
Katja HofmannMicrosoft ResearchVerified email at microsoft.com

Fernando Martínez-Plumed

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

Verified email at dsic.upv.es - Homepage

Artificial Intelligence Machine Learning AI evaluation Item Response Theory


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	999	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	524	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	175*	2020
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	118	2019
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	110	2023
Futures of artificial intelligence through technology readiness levels F Martínez-Plumed, E Gómez, J Hernández-Orallo Telematics and Informatics 58, 2021	106	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	104	2016
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	103	2021
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	99	2016
Compute and energy consumption trends in deep learning inference R Desislavov, F Martínez-Plumed, J Hernández-Orallo arXiv preprint arXiv:2109.05472, 2021	90	2021
AI WATCH. defining artificial intelligence S Samoili, C LOPEZ, GE GOMEZ, PG DE, F Martinez-Plumed, ...	90	2020
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	87*	2021
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
Rethink reporting of evaluation results in AI R Burnell, W Schellaert, J Burden, TD Ullman, F Martinez-Plumed, ... Science 380 (6641), 136-138, 2023	77*	2023
AI watch S Samoili, ML Cobo, B Delipetrev, F Martinez-Plumed, E Gomez, ... Defining Artificial Intelligence 2, 2020	67	2020
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	63*	2018
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	45*	2020
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	41*	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	37	2023
Research community dynamics behind popular AI benchmarks F Martínez-Plumed, P Barredo, SO Heigeartaigh, J Hernandez-Orallo Nature Machine Intelligence 3 (7), 581-589, 2021	34*	2021

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors