Fernando Martínez-Plumed

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José Hernández-OralloVRAIN, Valencian Research Institute for Artificial Intelligence, Universitat Politecnica de ValenciaVerified email at upv.es
César FerriVRAIN. Universitat Politècnica de ValènciaVerified 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
Shahar AvinUniversity of CambridgeVerified email at cam.ac.uk
Bao Sheng LoeUniversity of CambridgeVerified email at cam.ac.uk
Meelis KullAssociate Professor, University of TartuVerified email at ut.ee
Nicolas LachicheAssociate professor in Computer Science, University of StrasbourgVerified email at unistra.fr
Ute SchmidProfessor of Cognitive Systems, University of BambergVerified email at uni-bamberg.de
Enrique Fernandez-MaciasResearcher in the Joint Research Centre of the European Commission, SevillaVerified email at ec.europa.eu
David L DoweMonash UniversityVerified email at monash.edu
Adolfo Martínez-UsóUniversity Jaume IVerified email at uji.es
Songül TolanResearcher, Joint Research Centre, European CommissionVerified email at ec.europa.eu
Lucy ChekeAssociate Professor, Department of Psychology, CambridgeVerified email at cam.ac.uk
Ricardo Bastos C. PrudencioCentro de Informática - UFPE - BrasilVerified email at cin.ufpe.br
Marco BaroniICREA Professor (Barcelona)Verified email at upf.edu
Jordi BiegerResearcher at Delft University of Technology & Doctoral Student at Reykjavik UniversityVerified email at iiim.is
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


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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	179	2021
AI Watch. 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	88	2020
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	77	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	73	2016
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	69	2017
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	68	2019
Mapping intelligence: Requirements and possibilities S Bhatnagar, A Alexandrova, S Avin, S Cave, L Cheke, M Crosby, ... 3rd Conference on" Philosophy and Theory of Artificial Intelligence, 117-135, 2017	46*	2017
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	40	2022
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	31*	2020
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	30	2021
Futures of artificial intelligence through technology readiness levels F Martínez-Plumed, E Gómez, J Hernández-Orallo Telematics and Informatics 58, 2021	28	2021
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	27*	2018
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	26*	2021
Accounting for the neglected dimensions of AI progress F Martinez-Plumed, S Avin, M Brundage, A Dafoe, SÓ hÉigeartaigh, ... arXiv preprint arXiv:1806.00610, 2018	26	2018
A computational analysis of general intelligence tests for evaluating cognitive development F Martínez-Plumed, C Ferri, J Hernández-Orallo, MJ Ramírez-Quintana Cognitive Systems Research 43, 100-118, 2017	21	2017
Knowledge acquisition with forgetting: an incremental and developmental setting F Martínez-Plumed, C Ferri, J Hernández-Orallo, MJ Ramírez-Quintana Adaptive Behavior 23 (5), 283-299, 2015	20*	2015
Learning with configurable operators and RL-based heuristics F Martínez-Plumed, C Ferri, J Hernández-Orallo, MJ Ramírez-Quintana International Workshop on New Frontiers in Mining Complex Patterns, 1-16, 2012	18*	2012
Compute and energy consumption trends in deep learning inference R Desislavov, F Martínez-Plumed, J Hernández-Orallo arXiv preprint arXiv:2109.05472, 2021	16	2021
Surveying Safety-relevant AI characteristics J Hernández-Orallo, F Martínez-Plumed, S Avin, SO Heigeartaigh Aaai workshop on artificial intelligence safety (safeai 2019), 1-9, 2019	16	2019
AI results for the Atari 2600 games: difficulty and discrimination using IRT F Martınez-Plumed, J Hernández-Orallo 2nd International Workshop Evaluating General-Purpose AI (EGPAI 2017), 2017	15	2017

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