Fernando Martínez-Plumed
Fernando Martínez-Plumed
European Commission, JRC - VRAIN, UPV
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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
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
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, 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
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
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
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
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
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
AI Watch. Defining Artificial Intelligence. Towards an operational definition and taxonomy of artificial intelligence
S Samoili, ML Cobo, E Gomez, G De Prato, F Martinez-Plumed, ...
Joint Research Centre (Seville site), 2020
On the definition of a general learning system with user-defined operators
F Martınez-Plumed, C Ferri, J Hernández-Orallo, MJ Ramırez-Quintana
arXiv preprint arXiv:1311.4235 5, 2013
A multidisciplinary task-based perspective for evaluating the impact of AI autonomy and generality on the future of work
E Fernandez-Macias, E Gómez, J Hernández-Orallo, BS Loe, B Martens, ...
arXiv preprint arXiv:1807.02416, 2018
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
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
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
Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks
S Tolan, A Pesole, F Martinez-Plumed, E Fernández-Macías, ...
JRC Working Papers Series on Labour, Education and Technology, 2020
Newton trees
F Martínez-Plumed, V Estruch, C Ferri, J Hernández-Orallo, ...
AI 2010: Advances in Artificial Intelligence: 23rd Australasian Joint …, 2010
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