Antonio Salmerón

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Citations	3610	1529
h-index	26	17
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Rafael RumíProfessor, University of AlmeríaVerified email at ual.es
Thomas Dyhre NielsenAalborg UniversityVerified email at cs.aau.dk
Helge LangsethNorwegian University of Science and TechnologyVerified email at ntnu.no
Serafín MoralDept. Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Antonio FernándezSenior Data Scientist in Banking (Cajamar)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 AalborgVerified email at cs.aau.dk
Andrés CanoDepartment of Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Darío Ramos-LópezProfessor of Applied Mathematics, Department of Mathematics, University of Almería, Almería (Spain)Verified email at ual.es
Ana M. MartínezJoint Research Center, European CommissionVerified email at ec.europa.eu
Jose A. Gámez (ORCID: 0000-0003-1...Professor of Computer Science, University of Castilla-La Mancha, Albacete, SpainVerified email at uclm.es
Ana D. MaldonadoUniversity of AlmeríaVerified email at ual.es
Barry R. CobbVirginia Military InstituteVerified email at vmi.edu
Rafael CabañasUniversity of AlmeríaVerified email at ual.es
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
Mauro ScanagattaResearcher, FBK - DASVerified email at fbk.eu
Fabio Antonio StellaUniversity of Milan-BicoccaVerified email at unimib.it
ROSA M FERNANDEZ ROPEROPhD University of AlmeríaVerified email at ual.es

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	663	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	281	2001
Elvira: An environment for creating and using probabilistic graphical models E Consortium Proceedings of the first European workshop on probabilistic graphical models …, 2002	180	2002
A survey on Bayesian network structure learning from data M Scanagatta, A Salmerón, F Stella Progress in Artificial Intelligence 8, 425-439, 2019	174	2019
Inference in hybrid Bayesian networks H Langseth, TD Nielsen, R Rumí, A Salmerón Reliability Engineering & System Safety 94 (10), 1499-1509, 2009	125	2009
Importance sampling in Bayesian networks using probability trees A Salmerón, A Cano, S Moral Computational Statistics & Data Analysis 34 (4), 387-413, 2000	122	2000
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	92	2017
Penniless propagation in join trees A Cano, S Moral, A Salmerón International Journal of Intelligent Systems 15 (11), 1027-1059, 2000	91	2000
Mixtures of truncated basis functions H Langseth, TD Nielsen, R Rumı, A Salmerón International Journal of Approximate Reasoning 53 (2), 212-227, 2012	90	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	76	2006
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	73	2012
Estimating mixtures of truncated exponentials in hybrid Bayesian networks R Rumí, A Salmerón, S Moral Test 15 (2), 397-421, 2006	65	2006
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	62	1998
Approximate probability propagation with mixtures of truncated exponentials R Rumí, A Salmerón International Journal of Approximate Reasoning 45 (2), 191-210, 2007	60	2007
Bayesian network models with discrete and continuous variables BR Cobb, R Rumí, A Salmerón Advances in probabilistic graphical models, 81-102, 2007	58	2007
Inventory management with log-normal demand per unit time BR Cobb, R Rumí, A Salmerón Computers & Operations Research 40 (7), 1842-1851, 2013	55	2013
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	50	2003
Lazy evaluation in Penniless propagation over join trees A Cano, S Moral, A Salmerón Networks 39 (4), 175-185, 2002	49	2002
A Review of Inference Algorithms for Hybrid Bayesian Networks A Salmerón, R Rumí, H Langseth, TD Nielsen, AL Madsen Journal of Artificial Intelligence Research 62, 799-828, 2018	46	2018
A system for relevance analysis of performance indicators in higher education using Bayesian networks A Fernández, M Morales, C Rodríguez, A Salmerón Knowledge and information systems 27 (3), 327-344, 2011	45	2011

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