Fernando Martínez-Plumed

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José Hernández-OralloVRAIN, Valencian Research Institute for Artificial Intelligence, Universitat Politecnica de ValenciaDirección de correo verificada de upv.es
César FerriVRAIN. Universitat Politècnica de ValènciaDirección de correo verificada de dsic.upv.es
María José RamírezUniversitat Politècnica de ValènciaDirección de correo verificada de dsic.upv.es
Ute SchmidProfessor for Applied Computer Science/Cognitive Systems, Universitaet BambergDirección de correo verificada de uni-bamberg.de
Bao Sheng LoeUniversity of CambridgeDirección de correo verificada de cam.ac.uk
Shahar AvinUniversity of CambridgeDirección de correo verificada de cam.ac.uk
David L DoweMonash UniversityDirección de correo verificada de monash.edu
Emilia GómezJoint Research Centre, European Commission and Music Technology Group, Universitat Pompeu FabraDirección de correo verificada de upf.edu
Peter FlachProfessor of Artificial Intelligence, Department of Computer Science, University of BristolDirección de correo verificada de bristol.ac.uk
Sean S O hEigeartaighCentre for the Study of Existential Risk, University of CambridgeDirección de correo verificada de cam.ac.uk
Adolfo Martínez-UsóUniversity Jaume IDirección de correo verificada de uji.es
Ricardo Bastos C. PrudencioCentro de Informática - UFPE - BrasilDirección de correo verificada de cin.ufpe.br
Michael SiebersUniversity of BambergDirección de correo verificada de uni-bamberg.de
Meelis KullAssociate Professor, University of TartuDirección de correo verificada de ut.ee
Nicolas LachicheAssociate professor in Computer Science, University of StrasbourgDirección de correo verificada de unistra.fr
Enrique Fernandez-MaciasResearcher in the Joint Research Centre of the European Commission, SevillaDirección de correo verificada de ec.europa.eu
Marco BaroniICREA Professor (Barcelona) and FAIR Research Scientist (Paris)Dirección de correo verificada de fb.com
Jordi BiegerResearcher at Delft University of Technology & Doctoral Student at Reykjavik UniversityDirección de correo verificada de iiim.is
Katja HofmannMicrosoft ResearchDirección de correo verificada de microsoft.com
Kristinn R. ThórissonProfessor, DCS Reykjavik University & Director, Icel. Inst. for Intelligent MachinesDirección de correo verificada de iiim.is

Fernando Martínez-Plumed

VRAIN, Valencian Research Institute for Artificial Intelligence, Universitat Politècnica de València

Dirección de correo verificada de dsic.upv.es - Página principal

Artificial Intelligence Machine Learning Data Science Inductive Programming IRT


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	59	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	53	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	42	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	27	2019
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	21*	2018
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	20*	2017
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	19	2019
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	17*	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	15*	2020
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	15	2017
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	14	2018
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	13	2012
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	10*	2013
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	9	2017
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, ... JRC Working Papers, 2020	8*	2020
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	8	2018
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	8	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	7*	2019
Newton trees F Martínez-Plumed, V Estruch, C Ferri, J Hernández-Orallo, ... AI 2010: Advances in Artiﬁcial Intelligence: 23rd Australasian Joint …, 2010	7*	2010
ECAI 2016: 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands-Including Prestigious Applications of Artificial … GA Kaminka, M Fox, P Bouquet IOS Press, 2016	6	2016

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