Concha Bielza

Cited by

	All	Since 2016
Citations	6024	3421
h-index	36	26
i10-index	105	69

780

390

195

585

200020012002200320042005200620072008200920102011201220132014201520162017201820192020202117 18 21 28 37 36 38 60 85 112 210 202 243 395 430 552 600 559 715 745 776 21

Co-authors

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 ArmañanzasBrainScope Inc.Verified email at ieee.org
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
Jose A. LozanoU. of the Basque Country, Basque Center for Applied Mathematics, Research Associate at Sherpa.aiVerified email at ehu.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
Laura Anton-SanchezUniversidad Miguel HernándezVerified email at umh.es
Bojan MihaljevićUniversidad Politécnica de MadridVerified email at upm.es
Luis GuerraUniversidad Politécnica de MadridVerified email at upm.es
David R InsuaICMAT-CSICVerified email at icmat.es
Alfonso Mateos CaballeroUniversidad Politécnica de MadridVerified email at fi.upm.es

Concha Bielza

Professor of Statistics and Operations Research

Verified email at fi.upm.es - Homepage

Artificial Intelligence Machine Learning Bayesian networks Data Mining Neuroscience


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	712	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	628	2013
A survey on multi‐output regression H Borchani, G Varando, C Bielza, P Larrañaga Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 5 (5 …, 2015	283	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	207	2009
Multi-dimensional classification with Bayesian networks C Bielza, G Li, P Larranaga International Journal of Approximate Reasoning 52 (6), 705-727, 2011	204	2011
Discrete Bayesian network classifiers: a survey C Bielza, P Larrañaga ACM Computing Surveys (CSUR) 47 (1), 1-43, 2014	193	2014
On time-dependent wavelet denoising B Vidakovic, CB Lozoya IEEE Transactions on Signal Processing 46 (9), 2549-2554, 1998	155	1998
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	138	2011
A review on evolutionary algorithms in Bayesian network learning and inference tasks P LarrañAga, H Karshenas, C Bielza, R Santana Information Sciences 233, 109-125, 2013	136	2013
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	114	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	107	2014
Comparison between supervised and unsupervised classifications of neuronal cell types: a case study L Guerra, LM McGarry, V Robles, C Bielza, P Larrañaga, R Yuste Developmental neurobiology 71 (1), 71-82, 2011	96	2011
A comparison of graphical techniques for asymmetric decision problems C Bielza, PP Shenoy Management Science 45 (11), 1552-1569, 1999	89	1999
A Survey of L₁ Regression D Vidaurre, C Bielza, P Larrañaga International Statistical Review 81 (3), 361-387, 2013	82	2013
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	78	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	78	2012
Decision analysis by augmented probability simulation C Bielza, P Müller, DR Insua Management Science 45 (7), 995-1007, 1999	76	1999
Bayesian networks in neuroscience: a survey C Bielza, P Larranaga Frontiers in computational neuroscience 8, 131, 2014	73	2014
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	63	2014
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	58	2013

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors