Fernando Martínez-Plumed
Fernando Martínez-Plumed
VRAIN, Valencian Research Institute for Artificial Intelligence, Universitat Politecnica de Valencia
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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
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
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
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
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
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
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
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
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
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
Futures of artificial intelligence through technology readiness levels
F Martínez-Plumed, E Gómez, J Hernández-Orallo
Telematics and Informatics 58, 2021
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
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
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
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
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
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
Compute and energy consumption trends in deep learning inference
R Desislavov, F Martínez-Plumed, J Hernández-Orallo
arXiv preprint arXiv:2109.05472, 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
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
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