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Fernando Martínez-Plumed
Fernando Martínez-Plumed
VRAIN, Valencian Research Institute for Artificial Intelligence, Universitat Politecnica de Valencia
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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
7562022
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
4432021
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
200*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
1012019
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
972016
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
912016
Futures of artificial intelligence through technology readiness levels
F Martínez-Plumed, E Gómez, J Hernández-Orallo
Telematics and Informatics 58, 2021
902021
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
872021
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
80*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
772017
Compute and energy consumption trends in deep learning inference
R Desislavov, F Martínez-Plumed, J Hernández-Orallo
arXiv preprint arXiv:2109.05472, 2021
692021
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
59*2018
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
562023
AI watch
S Samoili, M López Cobo, E Gómez, G De Prato, F Martínez-Plumed, ...
Defining Artificial Intelligence. Towards an operational definition and …, 2020
512020
Rethink reporting of evaluation results in AI
R Burnell, W Schellaert, J Burden, TD Ullman, F Martinez-Plumed, ...
Science 380 (6641), 136-138, 2023
50*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
41*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
39*2018
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
32*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
302018
CASP-DM: Context aware standard process for data mining
F Martínez-Plumed, L Contreras-Ochando, C Ferri, P Flach, ...
arXiv preprint arXiv:1709.09003, 2017
26*2017
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