Concha Bielza

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Pedro LarrañagaProfessor of Artificial Intelligence - Technical University of MadridVerified email at fi.upm.es
Roberto SantanaIntelligent Systems Group ISG, University of the Basque Country UPV/EHUVerified email at ehu.es
Víctor RoblesUniversidad Politécnica de MadridVerified email at fi.upm.es
Javier DeFelipeInstituto Cajal (CSIC) and Universidad Politécnica de Madrid, SpainVerified email at cajal.csic.es
Rubén ArmañanzasBasque Center for Applied MathematicsVerified email at ieee.org
Juan A. Fernández del PozoAssociate Professor, b. Universidad Politécnica de MadridVerified email at fi.upm.es
Jose A. LozanoU. of the Basque Country, Basque Center for Applied Mathematics, Research Associate at Sherpa.aiVerified email at ehu.es
Ruth Benavides-PiccioneCajal Institute (CSIC) and Universidad Politecnica MadridVerified email at cajal.csic.es
Manuel Gómez-Olmedo (mgomez at d...Department of Computer Science and Artificial Intelligence, Universidad de GranadaVerified email at decsai.ugr.es
Gherardo VarandoUniversitat de ValènciaVerified email at uv.es
Hanen BorchaniSimCorp A/SVerified email at simcorp.com
Alfonso IbáñezTechnical University of Madrid and Synergic PartnersVerified email at synergicpartners.com
Inaki InzaIntelligent Systems Group ISG, Computer Science Faculty, University of the Basque Country UPV/EHUVerified email at ehu.es
Diego VidaurreUniversity of Oxford, Department of PsychiatryVerified email at ohba.ox.ac.uk
Hossein KarshenasAssistant Professor, Artificial Intelligence Department, University of IsfahanVerified email at eng.ui.ac.ir
David R InsuaICMAT-CSICVerified email at icmat.es
Bojan MihaljevićUniversidad Politécnica de MadridVerified email at upm.es
Laura Anton-SanchezUniversidad Miguel HernándezVerified email at umh.es
Luis GuerraUniversidad Politécnica de MadridVerified email at upm.es
Prakash P. ShenoyUniversity of Kansas School of BusinessVerified email at ku.edu

Concha Bielza

Professor of Statistics and Operations Research, Universidad

Verified email at fi.upm.es - Homepage

Artificial Intelligence Machine Learning Bayesian networks Data Mining Neuroscience


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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	735	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	658	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	318	2015
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	211	2009
Multi-dimensional classification with Bayesian networks C Bielza, G Li, P Larranaga International Journal of Approximate Reasoning 52 (6), 705-727, 2011	210	2011
Discrete Bayesian network classifiers: A survey C Bielza, P Larranaga ACM Computing Surveys (CSUR) 47 (1), 1-43, 2014	204	2014
On time-dependent wavelet denoising B Vidakovic, CB Lozoya IEEE Transactions on Signal Processing 46 (9), 2549-2554, 1998	159	1998
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	146	2013
Bayesian chain classifiers for multidimensional classification JC Zaragoza, E Sucar, E Morales, C Bielza, P Larranaga Twenty-second international joint conference on artificial intelligence, 2011	145	2011
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), 1-12, 2008	121	2008
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	115	2014
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	100	2011
A comparison of graphical techniques for asymmetric decision problems C Bielza, PP Shenoy Management Science 45 (11), 1552-1569, 1999	91	1999
A Survey of L₁ Regression D Vidaurre, C Bielza, P Larranaga International Statistical Review 81 (3), 361-387, 2013	87	2013
A review on probabilistic graphical models in evolutionary computation P Larrañaga, H Karshenas, C Bielza, R Santana Journal of Heuristics 18 (5), 795-819, 2012	83	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	79	2013
Bayesian networks in neuroscience: a survey C Bielza, P Larranaga Frontiers in computational neuroscience 8, 131, 2014	76	2014
Decision analysis by augmented probability simulation C Bielza, P Müller, DR Insua Management Science 45 (7), 995-1007, 1999	76	1999
Three-dimensional spatial distribution of synapses in the neocortex: a dual-beam electron microscopy study A Merchán-Pérez, JR Rodríguez, S González, V Robles, J DeFelipe, ... Cerebral cortex 24 (6), 1579-1588, 2014	65	2014
A Bayesian network model for surface roughness prediction in the machining process M Correa, C Bielza, MJ Ramirez, JR Alique International Journal of Systems Science 39 (12), 1181-1192, 2008	61	2008

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