Antonio Salmerón

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	All	Since 2016
Citations	2910	1199
h-index	24	16
i10-index	61	28

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Co-authors

Rafael RumíAssociate Professor, University of AlmeríaVerified email at ual.es
Helge LangsethNorwegian University of Science and TechnologyVerified email at ntnu.no
Thomas Dyhre NielsenAalborg UniversityVerified email at cs.aau.dk
Serafín MoralDept. Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Antonio FernándezData Scientist in Banking (Cajamar) y Profesor Sustituto Interino (Universidad de Almería)Verified email at bcc.es
Anders L MadsenCEO at HUGIN EXPERT and Adjunct professor at Aalborg UniversityVerified email at hugin.com
Andres R. MasegosaUniversity of AlmeriaVerified email at ual.es
Andrés CanoDepartment of Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Ana M. MartínezLarge-Scale Data Specialist, VestasVerified email at vestas.com
Darío Ramos-LópezAssistant Professor, Department of Applied Mathematics, Rey Juan Carlos University, Madrid (Spain)Verified email at ual.es
Jose A. Gámez (ORCID: 0000-0003-1...Professor of Computer Science, University of Castilla-La Mancha, Albacete, SpainVerified email at uclm.es
Barry R. CobbVirginia Military InstituteVerified email at vmi.edu
Ana D. MaldonadoUniversity of AlmeríaVerified email at ual.es
Rafael CabañasIDSIA - Istituto Dalle Molle di studi sull'Intelligenza ArtificialeVerified email at idsia.ch
Hanen BorchaniSimCorp A/SVerified email at simcorp.com
Manuel Gómez-Olmedo (mgomez at d...Department of Computer Science and Artificial Intelligence, Universidad de GranadaVerified email at decsai.ugr.es
Cora Beatriz Pérez-ArizaPhD fellow, University of GranadaVerified email at decsai.ugr.es
Prakash P. ShenoyUniversity of Kansas School of BusinessVerified email at ku.edu
ROSA M FERNANDEZ ROPEROPhD University of AlmeríaVerified email at ual.es
Peter LucasUniversity of Twente, Leiden University (guest at Radboud University)Verified email at cs.ru.nl

Antonio Salmerón

University of Almería, Spain

Verified email at ual.es - Homepage

Bayesian networks Data Mining Big Data Machine Learning Statistics


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Bayesian networks in environmental modelling PA Aguilera, A Fernández, R Fernández, R Rumí, A Salmerón Environmental Modelling & Software 26 (12), 1376-1388, 2011	495	2011
Mixtures of truncated exponentials in hybrid Bayesian networks S Moral, R Rumí, A Salmerón Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 156-167, 2001	263	2001
Elvira: An environment for creating and using probabilistic graphical models E Consortium Proceedings of the first European workshop on probabilistic graphical models …, 2002	170	2002
Importance sampling in Bayesian networks using probability trees A Salmerón, A Cano, S Moral Computational Statistics & Data Analysis 34 (4), 387-413, 2000	115	2000
Inference in hybrid Bayesian networks H Langseth, TD Nielsen, R Rumí, A Salmerón Reliability Engineering & System Safety 94 (10), 1499-1509, 2009	110	2009
Penniless propagation in join trees A Cano, S Moral, A Salmerón International Journal of Intelligent Systems 15 (11), 1027-1059, 2000	87	2000
Mixtures of truncated basis functions H Langseth, TD Nielsen, R Rumı, A Salmerón International Journal of Approximate Reasoning 53 (2), 212-227, 2012	76	2012
Learning hybrid Bayesian networks using mixtures of truncated exponentials V Romero, R Rumí, A Salmerón International Journal of Approximate Reasoning 42 (1-2), 54-68, 2006	69	2006
Approximate probability propagation with mixtures of truncated exponentials R Rumí, A Salmerón International Journal of Approximate Reasoning 45 (2), 191-210, 2007	58	2007
A Monte Carlo algorithm for probabilistic propagation in belief networks based on importance sampling and stratified simulation techniques LD Hernández, S Moral, A Salmeron International Journal of Approximate Reasoning 18 (1-2), 53-91, 1998	58	1998
Approximating the Distribution of a Sum of Log-normal Random Variables BR Cobb, A Salmeron, R Rumi Proceedings of the Sixth European Workshop on Probabilistic Graphical Models …, 2012	57	2012
Estimating mixtures of truncated exponentials in hybrid Bayesian networks R Rumí, A Salmerón, S Moral Test 15 (2), 397-421, 2006	57	2006
A parallel algorithm for Bayesian network structure learning from large data sets AL Madsen, F Jensen, A Salmerón, H Langseth, TD Nielsen Knowledge-Based Systems 117, 46-55, 2017	56	2017
Approximating conditional MTE distributions by means of mixed trees S Moral, R Rumí, A Salmerón Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 173-183, 2003	51	2003
Lazy evaluation in Penniless propagation over join trees A Cano, S Moral, A Salmerón Networks 39 (4), 175-185, 2002	44	2002
Inventory management with log-normal demand per unit time BR Cobb, R Rumí, A Salmerón Computers & Operations Research 40 (7), 1842-1851, 2013	42	2013
Parameter estimation and model selection for mixtures of truncated exponentials H Langseth, TD Nielsen, R Rumi, A Salmerón International Journal of Approximate Reasoning 51 (5), 485-498, 2010	42	2010
Advances in Bayesian networks JA Gámez, S Moral, A Salmerón Cerdan Springer, 2013	41	2013
Bayesian network models with discrete and continuous variables BR Cobb, R Rumí, A Salmerón Advances in probabilistic graphical models, 81-102, 2007	41	2007
Estimating mixtures of truncated exponentials from data S Moral, R Rumí, A Salmerón First European Workshop on Probabilistic Graphical Models (PGM'02), 135-143, 2002	40	2002

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