Antonio Salmerón

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Citations	4031	1595
h-index	27	17
i10-index	72	34

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Rafael RumíProfessor, 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 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
MARIA MORALESUniversity of AlmeríaVerified email at ual.es
Ana M. MartínezJoint Research Center, European CommissionVerified email at ec.europa.eu
Ana D. MaldonadoUniversity of AlmeríaVerified email at ual.es
Jose A. Gámez (ORCID: 0000-0003-1...Universidad de Castilla-La Mancha, Albacete, SpainVerified email at uclm.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
Mauro ScanagattaResearcher, FBK - DASVerified email at fbk.eu
Fabio Antonio StellaUniversity of Milano-BicoccaVerified email at unimib.it
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

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	752	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	296	2001
A survey on Bayesian network structure learning from data M Scanagatta, A Salmerón, F Stella Progress in Artificial Intelligence 8, 425-439, 2019	259	2019
Elvira: An environment for creating and using probabilistic graphical models E Consortium Proceedings of the first European workshop on probabilistic graphical models …, 2002	185	2002
Inference in hybrid Bayesian networks H Langseth, TD Nielsen, R Rumí, A Salmerón Reliability Engineering & System Safety 94 (10), 1499-1509, 2009	137	2009
Importance sampling in Bayesian networks using probability trees A Salmerón, A Cano, S Moral Computational Statistics & Data Analysis 34 (4), 387-413, 2000	128	2000
Mixtures of truncated basis functions H Langseth, TD Nielsen, R Rumı, A Salmerón International Journal of Approximate Reasoning 53 (2), 212-227, 2012	104	2012
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	102	2017
Penniless propagation in join trees A Cano, S Moral, A Salmerón International Journal of Intelligent Systems 15 (11), 1027-1059, 2000	91	2000
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	83	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	82	2012
Estimating mixtures of truncated exponentials in hybrid Bayesian networks R Rumí, A Salmerón, S Moral Test 15 (2), 397-421, 2006	72	2006
Approximate probability propagation with mixtures of truncated exponentials R Rumí, A Salmerón International Journal of Approximate Reasoning 45 (2), 191-210, 2007	65	2007
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	64	2018
Bayesian network models with discrete and continuous variables BR Cobb, R Rumí, A Salmerón Advances in probabilistic graphical models, 81-102, 2007	63	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	63	1998
Inventory management with log-normal demand per unit time BR Cobb, R Rumí, A Salmerón Computers & Operations Research 40 (7), 1842-1851, 2013	62	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	54	2003
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	52	2011
Lazy evaluation in Penniless propagation over join trees A Cano, S Moral, A Salmerón Networks 39 (4), 175-185, 2002	51	2002

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