Concha Bielza

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Pedro LarrañagaProfessor of Artificial Intelligence - Universidad Politécnica de MadridVerified email at fi.upm.es
Roberto SantanaIntelligent Systems Group ISG, University of the Basque Country UPV/EHUVerified email at ehu.es
Javier DeFelipeInstituto Cajal (CSIC) and Universidad Politécnica de Madrid, SpainVerified email at cajal.csic.es
Rubén ArmañanzasDATAI / UNavVerified email at ieee.org
Víctor RoblesUniversidad Politécnica de MadridVerified email at fi.upm.es
Juan A. Fernández del PozoAssociate Professor, b. Universidad Politécnica de MadridVerified email at fi.upm.es
Ruth Benavides-PiccioneCajal Institute (CSIC) and Universidad Politecnica MadridVerified email at cajal.csic.es
Gherardo VarandoUniversitat de ValènciaVerified email at uv.es
Jose A. LozanoBasque Center for Applied Mathematics (BCAM), University of the Basque Country UPV/EHUVerified email at ehu.eus
Manuel Gómez-Olmedo (mgomez at d...Department of Computer Science and Artificial Intelligence, Universidad de GranadaVerified email at decsai.ugr.es
Hanen BorchaniSimCorp A/SVerified email at simcorp.com
Diego VidaurreAarhus University, CFIN. University of Oxford, Department of PsychiatryVerified email at ohba.ox.ac.uk
Bojan MihaljevićUniversidad Politécnica de MadridVerified email at fi.upm.es
Javier Diaz-RozoCTO at Aingura IIoTVerified email at ainguraiiot.com
Alfonso Ibáñez MartínTelefonica TechVerified email at telefonica.com
Hossein KarshenasAssociate Professor, Artificial Intelligence Department, University of IsfahanVerified email at eng.ui.ac.ir
Inaki InzaIntelligent Systems Group ISG, Computer Science Faculty, University of the Basque Country UPV/EHUVerified email at ehu.es
Laura Anton-SanchezUniversidad Miguel HernándezVerified email at umh.es
David R InsuaICMAT-CSICVerified email at icmat.es
Pablo Martinez-MartinMadrid, SpainVerified email at ciberned.es

Concha Bielza

Other namesCB Lozoya

Professor of Statistics and Operations Research, Technical University of Madrid

Verified email at fi.upm.es - Homepage

Machine Learning Bayesian networks Computational Neuroscience Industry 4.0 Influence Diagrams


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Machine learning in bioinformatics P Larranaga, B Calvo, R Santana, C Bielza, J Galdiano, I Inza, JA Lozano, ... Briefings in bioinformatics 7 (1), 86-112, 2006	1112	2006
New insights into the classification and nomenclature of cortical GABAergic interneurons J DeFelipe, PL López-Cruz, R Benavides-Piccione, C Bielza, P Larrañaga, ... Nature Reviews Neuroscience 14 (3), 202-216, 2013	931	2013
A survey on multi‐output regression H Borchani, G Varando, C Bielza, P Larranaga Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 5 (5 …, 2015	736	2015
Discrete Bayesian network classifiers: A survey C Bielza, P Larranaga ACM Computing Surveys (CSUR) 47 (1), 1-43, 2014	344	2014
Multi-dimensional classification with Bayesian networks C Bielza, G Li, P Larranaga International Journal of Approximate Reasoning 52 (6), 705-727, 2011	275	2011
Comparison of Bayesian networks and artificial neural networks for quality detection in a machining process M Correa, C Bielza, J Pamies-Teixeira Expert systems with applications 36 (3), 7270-7279, 2009	273	2009
A community-based transcriptomics classification and nomenclature of neocortical cell types R Yuste, M Hawrylycz, N Aalling, A Aguilar-Valles, D Arendt, ... Nature neuroscience 23 (12), 1456-1468, 2020	225	2020
A review on evolutionary algorithms in Bayesian network learning and inference tasks P Larranaga, H Karshenas, C Bielza, R Santana Information Sciences 233, 109-125, 2013	196	2013
Bayesian chain classifiers for multidimensional classification JH Zaragoza, LE Sucar, EF Morales, PM Larrañaga Múgica, ... Association for the Advancement of Artificial Intelligence 3, 2192-2197, 2011	195	2011
On time-dependent wavelet denoising B Vidakovic, CB Lozoya IEEE Transactions on Signal Processing 46 (9), 2549-2554, 1998	171	1998
Bayesian networks in neuroscience: a survey C Bielza, P Larrañaga Frontiers in computational neuroscience 8, 131, 2014	167	2014
A Survey of L₁ Regression D Vidaurre, C Bielza, P Larranaga International Statistical Review 81 (3), 361-387, 2013	165	2013
Parkinson's disease subtypes identified from cluster analysis of motor and non-motor symptoms J Mu, KR Chaudhuri, C Bielza, J de Pedro-Cuesta, P Larrañaga, ... Frontiers in aging neuroscience 9, 301, 2017	150	2017
Multi-label classification with Bayesian network-based chain classifiers LE Sucar, C Bielza, EF Morales, P Hernandez-Leal, JH Zaragoza, ... Pattern Recognition Letters 41, 14-22, 2014	147	2014
A review of estimation of distribution algorithms in bioinformatics R Armañanzas, I Inza, R Santana, Y Saeys, JL Flores, JA Lozano, ... BioData mining 1, 1-12, 2008	140	2008
Comparison between supervised and unsupervised classifications of neuronal cell types: a case study L Guerra, LM McGarry, V Robles, C Bielza, P Larranaga, R Yuste Developmental neurobiology 71 (1), 71-82, 2011	122	2011
Predicting dementia development in Parkinson's disease using Bayesian network classifiers DA Morales, Y Vives-Gilabert, B Gómez-Ansón, E Bengoetxea, ... Psychiatry Research: NeuroImaging 213 (2), 92-98, 2013	107	2013
A review on probabilistic graphical models in evolutionary computation P Larrañaga, H Karshenas, C Bielza, R Santana Journal of Heuristics 18, 795-819, 2012	107	2012
Multiobjective estimation of distribution algorithm based on joint modeling of objectives and variables H Karshenas, R Santana, C Bielza, P Larranaga IEEE Transactions on Evolutionary Computation 18 (4), 519-542, 2013	106	2013
Industrial applications of machine learning P Larrañaga, D Atienza, J Diaz-Rozo, A Ogbechie, CE Puerto-Santana, ... CRC press, 2018	102	2018

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