Salmerón Cerdán, Antonio Author
Learning Mixtures of Truncated Basis Functions from Data
- Langseth H.
- Nielsen T.
- Pérez-Bernabé I.
- Salmerón A.
International Journal of Approximate Reasoning - 1/1/2014
- JCR Quartile: Q1 (2014)
- SJR Quartile: Q1
- JCR Impact Factor: 2.451 (2022)
- Category normalized Impact: 0.81 (2014)
- CiteScore: 7.1 (2020)
- SJR: 1.46 (2014
- SNIP: 2.845 (2014
- JCR 5-year Impact Factor: 2.51
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Applied Mathematics (Q1); Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1)
- Scopus
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Learning recursive probability trees from probabilistic potentials
- Cano A.
- Cano, A.
- Gómez-Olmedo M.
- Gómez-Olmedo, M.
- Moral S.
- Moral, S.
- Pérez-Ariza C.
- Pérez-Ariza, C.B.
- Salmerón A.
- Salmerón, A.
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 1/12/2012
- JCR Quartile: Q2 (2012)
- SJR Quartile: Q1
- JCR Impact Factor: 1.729 (2012)
- Category normalized Impact: 0.192 (2012)
- CiteScore: 7.1 (2020)
- SJR: 1.494 (2012
- SNIP: 2.132 (2012
- JCR 5-year Impact Factor: 2.165
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Applied Mathematics (Q1); Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1)
- Scopus
- Scopus
- ORCID
- OAI-PMH
- Web of Science
MAP inference in dynamic hybrid Bayesian networks
- Ramos-López D.
- Masegosa A.
- Martínez A.
- Salmerón A.
- Nielsen T.
- Langseth H.
- Madsen A.
Progress in Artificial Intelligence - 27/06/2017
- Category normalized Impact: 0.228 (2017)
- CiteScore: 3.4 (2020)
- SNIP: 0.943 (2017
- SJR Categories: Artificial Intelligence
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Maximum Likelihood Learning of Conditional MTE Distributions
- Langseth H.
- Nielsen T.
- Rumí R.
- Salmerón A.
Lecture Notes in Computer Science - 27/8/2009
- JCR Quartile: Q2 (2009)
- Category normalized Impact: 1.409 (2009)
- CiteScore: 1.8 (2020)
- SJR: 0.302 (2009
- SNIP: 0.586 (2009
- Scopus
- ORCID
- Web of Science
Modeling zero-inflated explanatory variables in hybrid Bayesian network classifiers for species occurrence prediction
- Maldonado A.
- Aguilera P.
- Salmerón A.
Environmental Modelling & Software - 1/08/2016
- JCR Quartile: Q1 (2016)
- SJR Quartile: Q1
- JCR Impact Factor: 4.404 (2022)
- Category normalized Impact: 0.273 (2016)
- CiteScore: 9.4 (2020)
- SJR: 1.986 (2016
- SNIP: 2.091 (2016
- JCR 5-year Impact Factor: 4.979
- JCR Categories: ENGINEERING, ENVIRONMENTAL
- SJR Categories: Ecological Modeling (Q1); Environmental Engineering (Q1); Software (Q1)
- Scopus
- ORCID
- Web of Science
Modelling and inference with conditional Gaussian probabilistic decision Graphs
- Nielsen J.
- Gámez J.
- Salmerón A.
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 1/10/2012
- JCR Quartile: Q2 (2012)
- SJR Quartile: Q1
- JCR Impact Factor: 1.729 (2012)
- Category normalized Impact: 0.16 (2012)
- CiteScore: 7.1 (2020)
- SJR: 1.494 (2012
- SNIP: 2.132 (2012
- JCR 5-year Impact Factor: 2.165
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Applied Mathematics (Q1); Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Moments and associated measures of copulas with fractal support
- De Amo, E.
- Carrillo, M.D.
- Sánchez, J.F.
- Salmerón, A.
Applied Mathematics and Computation - 1/5/2012
- JCR Quartile: Q1 (2012)
- SJR Quartile: Q1
- JCR Impact Factor: 1.349 (2012)
- Category normalized Impact: 0.455 (2012)
- CiteScore: 6.8 (2020)
- SJR: 1.02 (2012
- SNIP: 1.298 (2012
- JCR 5-year Impact Factor: 1.454
- JCR Categories: MATHEMATICS, APPLIED
- SJR Categories: Computational Mathematics (Q1); Applied Mathematics (Q2)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
MoTBFs: An R Package for Learning Hybrid Bayesian Networks Using Mixtures of Truncated Basis Functions
- Pérez-Bernabé I.
- Maldonado A.D.
- Nielsen T.D.
- Salmerón A.
The R Journal - 1/1/2020
- JCR Impact Factor: 3.984 (2020)
- JCR 5-year Impact Factor: 7.958
- JCR Categories: COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
MoTBFs: An R Package for Learning Hybrid Bayesian Networks Using Mixtures of Truncated Basis Functions
- Perez-Bernabe, Inmaculada
- Maldonado, Ana D.
- Salmeron, Antonio
- Nielsen, Thomas D.
R Journal - 12/2020
- JCR Quartile: Q1 (2020)
- JCR Impact Factor: 3.984 (2022)
- JCR 5-year Impact Factor: 7.958
- JCR Categories: STATISTICS & PROBABILITY
Multi-Objective Evolutionary Algorithms Used in Greenhouse Planning for Recycling Biomass into Energy
- Marquez, A. L.
- Gil, C.
- Manzano-Agugliaro, F.
- Montoya, F. G.
- Fernandez, A.
- Banos, R.
- DeCarvalho, APD
- RidriguezGonzalez, S
- Santana, JFD
- Rodriguez, JMC
Distributed Computing and Artificial Intelligence - 1/12/2010
- Category normalized Impact: 0.155 (2010)
- SJR: 0.131 (2010
Algoritmos de propagación II: métodos de Monte Carlo
- Antonio Salmerón Cerdán
Sistemas expertos probabilísticos - 1998
- Dialnet
Análisis de datos ambientales usando redes bayesianas
- Ana Devaki Maldonado González
- Pedro Aguilera Aguilera
- Antonio Salmerón Cerdán
2018
- Dialnet
Análisis de indicadores de rendimiento mediante redes bayesianas
- Carmelo Rodríguez Torreblanca
- María Encarnación Morales Giraldo
- Antonio Salmerón Cerdán
2007
- Dialnet
Approximate factorisation of probability trees
- Martínez, I.
- Moral, S.
- Rodríguez, C.
- Salmerón, A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2005
- CiteScore: 1.8 (2020)
- SJR: 0.334 (2005
- SNIP: 0.787 (2005
- Scopus
- ORCID
- Web of Science
Estadística computacional
- María Encarnación Morales Giraldo
- Antonio Salmerón Cerdán
2001
- Dialnet
Estadística computacional Antonio Salmerón Cerdán, María Morales Giraldo
2001
Estimation of species richness using bayesian networks
- Maldonado A.
- Ropero R.
- Aguilera P.
- Rumí R.
- Salmerón A.
Advances in Artificial Intelligence - 1/1/2015
- Category normalized Impact: 0.128 (2015)
- CiteScore: 1.8 (2020)
- SJR: 0.369 (2015
- SNIP: 0.708 (2015
- Scopus
- ORCID
- Web of Science
Extension of Bayesian network classifiers to regression problems
- Fernández A.
- Salmerón A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2008
- Category normalized Impact: 2.242 (2008)
- CiteScore: 1.8 (2020)
- SJR: 0.277 (2008
- SNIP: 0.478 (2008
- Scopus
- ORCID
- Web of Science
Factorizacion de arboles de probabilidad. Aplicacion a metodos de inferencia aproximados
- Irene Martínez Masegosa
- Carmelo Rodríguez Torreblanca
- Antonio Salmerón Cerdán
2007
- Dialnet
Fast factorization of probability trees and its application to recursive trees learning
- Cano, A.
- Gómez-Olmedo, M.
- Pérez-Ariza, C.B.
- Salmerón, A.
Advances in Intelligent and Soft Computing - 1/12/2010
- SJR Quartile: Q4
- JCR Impact Factor: 34.558 (2022)
- Category normalized Impact: 0.142 (2010)
- SJR: 0.131 (2010
- SJR Categories: Computer Science (miscellaneous) (Q4)
- Scopus
- ORCID
- Web of Science
Algorithms for approximate probability propagation in Bayesian networks
- Cano, A
- Moral, S
- Salmeron, A
- Gamez, JA
ADVANCES IN BAYESIAN NETWORKS - 2004
- JCR Quartile: Q2 (2004)
- Category normalized Impact: 0.328 (2004)
A monte carlo algorithm for combining dempster-shafer belief based on approximate pre-computation
- Moral S.
- Salmerón A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/1999
- CiteScore: 1.8 (2020)
- SJR: 0.299 (1999
- SNIP: 0.717 (1999
Análisis del sector agrario del poniente almeriense mediante redes bayesianas
- Céspedes, Antonio J.
- Salmerón Cerdán, Antonio
- Rumí Rodríguez, Rafael
- Soler, Francisco
Congreso Nacional de Estadística e Investigación Operativa - 2003
- Dialnet
- ORCID
- OAI-PMH
A new method for vertical parallelisation of TAN learning based on balanced incomplete block designs
- Madsen A.
- Jensen F.
- Salmerón A.
- Karlsen M.
- Langseth H.
- Nielsen T.
Proceedings of the 7th European Workshop on Probabilistic Graphical Models - 1/1/2014
- Category normalized Impact: 0.839 (2014)
- CiteScore: 1.8 (2020)
- SJR: 0.354 (2014
- SNIP: 0.753 (2014
- Scopus
- ORCID
- OAI-PMH
- Web of Science
An experimental comparison of methods to handle missing values in environmental datasets
- Maldonado A.D.
- Aguilera P.A.
- Salmerón A.
Environmental Modelling and Software for Supporting a Sustainable Future, Proceedings - 8th International Congress on Environmental Modelling and Software, iEMSs 2016 - 1/1/2016
- Scopus
- ORCID
Approximating conditional MTE distributions by means of mixed trees
- Moral, S.
- Rumí, R.
- Salmerón, A.
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) - 1/12/2003
- Category normalized Impact: 0.697 (2003)
- CiteScore: 1.8 (2020)
- SJR: 0.41 (2003
- SNIP: 0.882 (2003
- Scopus
- ORCID
- Web of Science
Approximating the distribution of a sum of log-normal random variables
- Cobb B.
- Rumí R.
- Salmerón A.
Proceedings of the 6th European Workshop on Probabilistic Graphical Models, PGM 2012 - 1/12/2012
- SJR Categories: Statistics and Probability
- Scopus
- ORCID
Bayesian models of data streams with Hierarchical Power Priors
- Masegosa A.
- Nielsen T.
- Langseth H.
- Ramos-López D.
- Salmerón A.
- Madsen A.
Proceedings of the 34th International Conference on Machine Learning - 1/1/2017
- Scopus
- ORCID
Conditional gaussian probabilistic decision graphs
- Nielsen J.
- Salmerón A.
Proceedings of the 23rd International Florida Artificial Intelligence Research Society Conference, FLAIRS-23 - 19/10/2010
- SJR Categories: Artificial Intelligence; Control and Systems Engineering
- Scopus
- ORCID
CREDO: a Military Decision-Support System based on Credal Networks
- Antonucci, Alessandro
- Huber, David
- Zaffalon, Marco
- Luginbuehl, Philippe
- Chapman, Ian
- Ladouceur, Richard
- IEEE
2013 16TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION) - 2013
This author has no patents.
Análisis del alumnado de la Universidad de Almería mediante redes bayesianas
- Morales Giraldo, María Encarnación
- Salmerón Cerdán, Antonio
27 Congreso Nacional de Estadística e I.O. - 2003
- Dialnet
- OAI-PMH
BayesChess: programa de ajedrez adaptativo basado en redes bayesianas
- Fernández Álvarez, Antonio
- Salmerón Cerdán, Antonio
CMPI 2006 - 2006
- Dialnet
- OAI-PMH
Factorisation of Probability Trees and its Applications
- Martínez, Irene
- Moral, Serafín
- Rodríguez, Carmelo
- Salmerón Cerdán, Antonio
First European Workshop on Probabilistic Graphical Models (PGM'02) - 2002
HUGIN architecture for propagating belief functions
- Salmerón Cerdán, Antonio
- Jensen, Finn V.
28/05/2012
Incremental supervised classification for the MTE distribution: a preliminary study
- Flesch, Ildikó
- Fernández, Antonio
- Salmerón Cerdán, Antonio
Simposio nacional de Inteligencia Computacional 2007 - 2007
Metodología para el análisis de relevancia de indicadores de rendimiento en educación superior
- Morales, M.
- Rodríguez Fernández, Celso
- Salmerón Cerdán, Antonio
XXX Congreso Nacional de Estadística e Investigación Operativa. - 2007
- Dialnet
- OAI-PMH
Mixture of truncated exponentials in supervised classification: Case study for the naive bayes and averaged one-dependence estimators classifiers
- Flores, M.J.
- Gámez, J.A.
- Martínez, A.M.
- Salmerón, A.
International Conference on Intelligent Systems Design and Applications, ISDA - 1/12/2011
- SJR Categories: Artificial Intelligence; Computer Science Applications; Control and Systems Engineering; Signal Processing
- Scopus
- ORCID
Predicción del valor genético en ovejas de raza manchega usando técnicas de aprendizaje automático
- Gámez Martín, José Antonio
- Salmerón Cerdán, Antonio
VI Jornadas de Transferencia de Tecnología en I.A. - 2005
Probabilistic Inference in Credal Networks: New Complexity Results
- Maua, Denis Deratani
- de Campos, Cassio P.
- Benavoli, Alessio
- Antonucci, Alessandro
JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH - 2014
Reduction of Irrelevant Features in Oceanic Satellite Images by means of Bayesian Networks
- Piedra Fernández, José Antonio
- Salmerón Cerdán, Antonio
- Guindos, Francisco J.
- Cantón-Garbín, Manuel
VI Jornadas de Transferencia de Tecnología en I.A. - 2005
h index
Scopus: 17
Web of Science: 20
i10 index
Scopus: 34
Web of Science: 35
Research groups
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Análisis de datos
Role: Miembro
Author profiles
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Web of Science ResearcherID
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URI Datos BNE
Research projects at UAL
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Acronym P20_00091Since: October 5, 2021Until: December 31, 2022Funded by: JUNTAFunding / grant amount: 31,950.00 EURPrincipal Investigator (PI)Role: Investigador principal
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Acronym 102C2000004Since: September 7, 2021Until: June 30, 2023Funded by: Proyectos de Creación de Unidades de InnovaciónFunding / grant amount: 156,824.58 EUR
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Acronym UAL2020-FQM-B1961Since: January 1, 2021Until: December 31, 2022Funded by: Universidad de AlmeríaFunding / grant amount: 30,000.00 EURPrincipal Investigator (PI)Role: Investigador principal
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Acronym PID2019-106758GB-C32Since: June 1, 2020Until: May 31, 2023Funded by: MECFunding / grant amount: 80,828.00 EURRole: Investigador
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Acronym TIN2015-74368-JINSince: January 1, 2017Until: December 31, 2019Funded by: Ministerio de Economía, Industria y CompetitividadFunding / grant amount: 199,892.00 EURRole: Investigador tutor
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Acronym TIN2016-77902-C3-3-PSince: December 30, 2016Until: December 29, 2019Funded by: Ministerio de Economía, Industria y CompetitividadFunding / grant amount: 143,506.00 EURPrincipal Investigator (PI)Role: Investigador principal
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Acronym TIN2013-46638-C3-1-PSince: January 1, 2014Until: December 31, 2016Funded by: Ministerio de Economía y CompetitividadFunding / grant amount: 69,151.50 EURPrincipal Investigator (PI)Role: Investigador principal
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Acronym AMIDSTSince: January 1, 2014Until: December 31, 2016Funded by: NaNFunding / grant amount: 323,490.00 EURPrincipal Investigator (PI)Role: Responsable
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Acronym P11-TIC-07821Since: April 30, 2013Until: April 30, 2015Funded by: JUNTAFunding / grant amount: 19,665.00 EURPrincipal Investigator (PI)Role: Responsable
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Acronym TIN2010-20900-C04-02Since: January 1, 2011Until: December 31, 2013Funded by: MECFunding / grant amount: 64,493.00 EURPrincipal Investigator (PI)Role: Responsable
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Acronym EA2009-0144Since: September 19, 2009Until: July 31, 2010Funded by: MECFunding / grant amount: 11,615.00 EURRole: Investigador
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Acronym TIN2007-67418-C03-02Since: October 1, 2007Until: March 31, 2011Funded by: MECFunding / grant amount: 150,040.00 EURPrincipal Investigator (PI)Role: Responsable
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Acronym TIN2004-06204-C03-01Since: December 13, 2004Until: December 12, 2007Funded by: MECFunding / grant amount: 113,620.00 EURPrincipal Investigator (PI)Role: Responsable
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Acronym TIC2001-2973-C05-02Since: December 28, 2001Until: June 28, 2005Funded by: MECFunding / grant amount: 93,301.12 EURPrincipal Investigator (PI)Role: Responsable
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Acronym CR-UAL-0107Since: June 6, 2001Until: June 5, 2003Funded by: Universidad de AlmeríaFunding / grant amount: 8,079.71 EURPrincipal Investigator (PI)Role: Responsable
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Acronym TIC97-1135-CO4-02Since: August 1, 1997Until: July 31, 2000Funded by: MECFunding / grant amount: 23,499.58 EURRole: Investigador