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
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
Peter FlachProfessor of Artificial Intelligence, Department of Computer Science, University of BristolVerified email at bristol.ac.uk
Bao Sheng LoeUniversity of CambridgeVerified email at cam.ac.uk
Ute SchmidProfessor for Applied Computer Science/Cognitive Systems, Universitaet BambergVerified email at uni-bamberg.de
David L DoweMonash UniversityVerified email at monash.edu
Adolfo Martínez-UsóUniversity Jaume IVerified email at uji.es
Enrique Fernandez-MaciasResearcher in the Joint Research Centre of the European Commission, SevillaVerified email at ec.europa.eu
Meelis KullAssociate Professor, University of TartuVerified email at ut.ee
Nicolas LachicheAssociate professor in Computer Science, University of StrasbourgVerified email at unistra.fr
Ricardo Bastos C. PrudencioCentro de Informática - UFPE - BrasilVerified email at cin.ufpe.br
Michael SiebersUniversity of BambergVerified email at uni-bamberg.de
Marco BaroniICREA Professor (Barcelona) and FAIR Research Scientist (Paris)Verified email at fb.com
Jordi BiegerResearcher at Delft University of Technology & Doctoral Student at Reykjavik UniversityVerified email at iiim.is
Katja HofmannMicrosoft ResearchVerified email at microsoft.com
Kristinn R. ThórissonProfessor, DCS Reykjavik University & Director, Icel. Inst. for Intelligent MachinesVerified email at iiim.is

Fernando Martínez-Plumed

European Commission (JRC) & VRAIN (UPV)

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, 2019	72	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	67	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	66	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	62	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	49	2019
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	38*	2020
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	36*	2017
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	24*	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	22	2018
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	22*	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	20	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	19*	2015
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	14	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	13	2012
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	12*	2021
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	11*	2021
Surveying Safety-relevant AI characteristics J Hernández-Orallo, F Martínez-Plumed, S Avin SafeAI@ AAAI, 2019	10	2019
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	10	2018
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
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	9	2017

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