Salmerón Cerdán, Antonio Author
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
A tool based on Bayesian networks for supporting geneticists in plant improvement by controlled pollination
- Nielsen J.
- Salmerón A.
- Gámez J.
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 1/1/2014
- JCR Quartile: Q1 (2014)
- SJR Quartile: Q1
- JCR Impact Factor: 2.451 (2022)
- Category normalized Impact: 0.106 (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
- 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
Novel strategies to approximate probability trees in Penniless propagation
- Cano, A.
- Moral, S.
- Salmerón, A.
International Journal of Intelligent Systems - 1/2/2003
- JCR Quartile: Q2 (2003)
- SJR Quartile: Q2
- JCR Impact Factor: 0.875 (2022)
- Category normalized Impact: 0.253 (2003)
- CiteScore: 14.8 (2020)
- SJR: 0.521 (2003
- SNIP: 1.412 (2003
- SJR Categories: Artificial Intelligence (Q2); Human-Computer Interaction (Q2); Software (Q2); Theoretical Computer Science (Q3)
- Scopus
- ORCID
- Web of Science
Probabilistic graphical models
- Gámez, J.A.
- Salmerón, A.
International Journal of Intelligent Systems - 1/2/2003
- JCR Quartile: Q2 (2003)
- SJR Quartile: Q2
- JCR Impact Factor: 0.875 (2022)
- Category normalized Impact: 0.139 (2003)
- CiteScore: 14.8 (2020)
- SJR: 0.521 (2003
- SNIP: 1.412 (2003
- SJR Categories: Artificial Intelligence (Q2); Human-Computer Interaction (Q2); Software (Q2); Theoretical Computer Science (Q3)
Practical aspects of solving hybrid Bayesian networks containing deterministic conditionals
- Shenoy, P.P.
- Rumí, R.
- Salmerón, A.
International Journal of Intelligent Systems - 1/1/2015
- JCR Quartile: Q2 (2015)
- SJR Quartile: Q1
- JCR Impact Factor: 2.05 (2022)
- Category normalized Impact: 0.175 (2015)
- CiteScore: 14.8 (2020)
- SJR: 1.166 (2015
- SNIP: 1.263 (2015
- JCR 5-year Impact Factor: 2.483
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Artificial Intelligence (Q1); Human-Computer Interaction (Q1); Software (Q1); Theoretical Computer Science (Q1)
- Scopus
- ORCID
- Web of Science
Penniless propagation in join trees
- Cano, A.
- Moral, S.
- Salmerón, A.
International Journal of Intelligent Systems - 1/1/2000
10.1002/1098-111x(200011)15:11<1027::aid-int4>3.0.co;2-#
- JCR Quartile: Q3 (2000)
- SJR Quartile: Q1
- JCR Impact Factor: 0.45 (2022)
- Category normalized Impact: 1.068 (2000)
- CiteScore: 14.8 (2020)
- SJR: 0.525 (2000
- SNIP: 1.19 (2000
- SJR Categories: Human-Computer Interaction (Q1); Artificial Intelligence (Q2); Software (Q2); Theoretical Computer Science (Q2)
- Scopus
- Scopus
- ORCID
- Web of Science
Recent advances in probabilistic graphical models
- Bielza, C.
- Moral, S.
- Salmerón, A.
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS - 1/1/2015
- JCR Quartile: Q2 (2015)
- SJR Quartile: Q1
- JCR Impact Factor: 2.05 (2022)
- Category normalized Impact: 0.211 (2015)
- CiteScore: 14.8 (2020)
- SJR: 1.166 (2015
- SNIP: 1.263 (2015
- JCR 5-year Impact Factor: 2.483
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Artificial Intelligence (Q1); Human-Computer Interaction (Q1); Software (Q1); Theoretical Computer Science (Q1)
- Scopus
- ORCID
- Web of Science
Inference in Bayesian networks with recursive probability trees: Data structure definition and operations
- Cano, A.
- Gõmez-Olmedo, M.
- Moral, S.
- Pérez-Ariza, C.B.
- Salmerõn, A.
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS - 1/7/2013
- JCR Quartile: Q2 (2013)
- SJR Quartile: Q1
- JCR Impact Factor: 1.411 (2013)
- Category normalized Impact: 0.033 (2013)
- CiteScore: 14.8 (2020)
- SJR: 1.024 (2013
- SNIP: 1.761 (2013
- JCR 5-year Impact Factor: 1.818
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Artificial Intelligence (Q1); Human-Computer Interaction (Q1); Software (Q1); Theoretical Computer Science (Q1)
- Scopus
- ORCID
- Web of Science
Accurate lead time demand modeling and optimal inventory policies in continuous review systems
- Cobb B.
- Johnson A.
- Rumí R.
- Salmerón A.
International Journal of Production Economics - 1/1/2015
- JCR Quartile: Q1 (2015)
- SJR Quartile: Q1
- JCR Impact Factor: 2.782 (2022)
- Category normalized Impact: 0.316 (2015)
- CiteScore: 12.2 (2020)
- SJR: 2.473 (2015
- SNIP: 2.31 (2015
- JCR 5-year Impact Factor: 3.548
- JCR Categories: OPERATIONS RESEARCH & MANAGEMENT SCIENCE
- SJR Categories: Business, Management and Accounting (miscellaneous) (Q1); Economics and Econometrics (Q1); Industrial and Manufacturing Engineering (Q1); Management Science and Operations Research (Q1)
- Scopus
- ORCID
- Web of Science
Análisis de datos ambientales usando redes bayesianas
- Ana Devaki Maldonado González
- Pedro Aguilera Aguilera
- Antonio Salmerón Cerdán
2018
- Dialnet
Modelos de redes bayesianas con variables discretas y continuas
- Rafael Rumí Rodríguez
- Antonio Salmerón Cerdán
- Serafín Moral Callejón
2003
- Dialnet
Factorizacion de arboles de probabilidad. Aplicacion a metodos de inferencia aproximados
- Irene Martínez Masegosa
- Carmelo Rodríguez Torreblanca
- Antonio Salmerón Cerdán
2007
- Dialnet
Análisis de indicadores de rendimiento mediante redes bayesianas
- Carmelo Rodríguez Torreblanca
- María Encarnación Morales Giraldo
- Antonio Salmerón Cerdán
2007
- Dialnet
Modelización y predicción en estadística universitaria
- María Encarnación Morales Giraldo
- Carmelo Rodríguez Torreblanca
- Antonio Salmerón Cerdán
2006
- Dialnet
Redes bayesianas híbridas en dominios de alta dimensionalidad
- Antonio Fernández Álvarez
- Antonio Salmerón Cerdán
- Rafael Rumí Rodríguez
2011
- Dialnet
Estadística computacional
- María Encarnación Morales Giraldo
- Antonio Salmerón Cerdán
2001
- Dialnet
Estadística computacional Antonio Salmerón Cerdán, María Morales Giraldo
2001
Precomputación en grafos de dependencias mediante algoritmos aproximados
- Antonio Salmerón Cerdán
- Serafín Moral Callejón
1998
- Dialnet
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
Parallelisation of the PC Algorithm
- Madsen A.
- Jensen F.
- Salmerón A.
- Langseth H.
- Nielsen T.
Advances in Artificial Intelligence - 1/1/2015
- Category normalized Impact: 0.64 (2015)
- CiteScore: 1.8 (2020)
- SJR: 0.369 (2015
- SNIP: 0.708 (2015
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Parallel importance sampling in conditional linear Gaussian networks
- Salmerón A.
- Ramos-López D.
- Borchani H.
- Martínez A.
- Masegosa A.
- Fernández A.
- Langseth H.
- Madsen A.
- Nielsen T.
Advances in Artificial Intelligence - 1/1/2015
- Category normalized Impact: 0.767 (2015)
- CiteScore: 1.8 (2020)
- SJR: 0.369 (2015
- SNIP: 0.708 (2015
- Scopus
- ORCID
- OAI-PMH
- 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)
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
Parallel Filter-Based Feature Selection Based on Balanced Incomplete Block Designs
- Salmerón A.
- Madsen A.
- Jensen F.
- Langseth H.
- Nielsen T.
- Ramos-López D.
- Martínez A.
- Masegosa A.
ECAI 2016 - 1/1/2016
- SJR Quartile: Q3
- CiteScore: 0.6 (2020)
- SJR: 0.202 (2016
- SNIP: 0.451 (2016
- SJR Categories: Artificial Intelligence (Q3)
- 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
Structural-EM for learning PDG models from incomplete data
- Nielsen, J.D.
- Rumí, R.
- Salmerón, A.
Fourth European Workshop on Probabilistic Graphical Models - 2008
- ORCID
- OAI-PMH
Financial Data Analysis with PGMs Using AMIDST
- Cabanas R.
- Martinez A.
- Masegosa A.
- Ramos-Lopez D.
- Sameron A.
- Nielsen T.
- Langseth H.
- Madsen A.
IEEE International Conference on Data Mining Workshops, ICDMW - 30/01/2017
- Category normalized Impact: 0.586 (2017)
- SJR Categories: Computer Science Applications; Software
- Scopus
- ORCID
- Web of Science
Some practical issues in inference in hybrid Bayesian networks with deterministic conditionals
- Shenoy, P.P.
- Rumí, R.
- 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
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
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
Selective naive Bayes predictor with mixtures of truncated exponentials
- Morales, María
- Rodríguez, Carmelo
- Salmerón Cerdán, Antonio
International Conference on Mathematical and Statistical Modeling in Honor of Enrique Castillo. - 2006
The multilabel naive credal classifier
- Antonucci, Alessandro
- Corani, Giorgio
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 4/2017
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
Structural Learning of Bayesian Networks with Mixtures of Truncated Exponentials
- Romero, Vanessa
- Rumí, Rafael
- Salmerón Cerdán, Antonio
Second European Workshop on Probabilistic Graphical Models (PGM'04) - 2004
Incremental supervised classification for the MTE distribution: a preliminary study
- Flesch, Ildikó
- Fernández, Antonio
- Salmerón Cerdán, Antonio
Simposio nacional de Inteligencia Computacional 2007 - 2007
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
h index
Scopus: 17
Web of Science: 20
i10 index
Scopus: 34
Web of Science: 35
Research groups
-
Análisis de datos
Role: Miembro
Author profiles
-
ORCID
-
Web of Science ResearcherID
-
Scopus Author ID
-
Dialnet id
Other identifiers
-
URI Datos BNE
Research projects at UAL
-
Acronym P20_00091Since: October 5, 2021Until: December 31, 2022Funded by: JUNTAFunding / grant amount: 31,950.00 EURPrincipal Investigator (PI)Role: Investigador principal
-
Acronym 102C2000004Since: September 7, 2021Until: June 30, 2023Funded by: Proyectos de Creación de Unidades de InnovaciónFunding / grant amount: 156,824.58 EUR
-
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
-
Acronym PID2019-106758GB-C32Since: June 1, 2020Until: May 31, 2023Funded by: MECFunding / grant amount: 80,828.00 EURRole: Investigador
-
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
-
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
-
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
-
Acronym AMIDSTSince: January 1, 2014Until: December 31, 2016Funded by: NaNFunding / grant amount: 323,490.00 EURPrincipal Investigator (PI)Role: Responsable
-
Acronym P11-TIC-07821Since: April 30, 2013Until: April 30, 2015Funded by: JUNTAFunding / grant amount: 19,665.00 EURPrincipal Investigator (PI)Role: Responsable
-
Acronym TIN2010-20900-C04-02Since: January 1, 2011Until: December 31, 2013Funded by: MECFunding / grant amount: 64,493.00 EURPrincipal Investigator (PI)Role: Responsable
-
Acronym EA2009-0144Since: September 19, 2009Until: July 31, 2010Funded by: MECFunding / grant amount: 11,615.00 EURRole: Investigador
-
Acronym TIN2007-67418-C03-02Since: October 1, 2007Until: March 31, 2011Funded by: MECFunding / grant amount: 150,040.00 EURPrincipal Investigator (PI)Role: Responsable
-
Acronym TIN2004-06204-C03-01Since: December 13, 2004Until: December 12, 2007Funded by: MECFunding / grant amount: 113,620.00 EURPrincipal Investigator (PI)Role: Responsable
-
Acronym TIC2001-2973-C05-02Since: December 28, 2001Until: June 28, 2005Funded by: MECFunding / grant amount: 93,301.12 EURPrincipal Investigator (PI)Role: Responsable
-
Acronym CR-UAL-0107Since: June 6, 2001Until: June 5, 2003Funded by: Universidad de AlmeríaFunding / grant amount: 8,079.71 EURPrincipal Investigator (PI)Role: Responsable
-
Acronym TIC97-1135-CO4-02Since: August 1, 1997Until: July 31, 2000Funded by: MECFunding / grant amount: 23,499.58 EURRole: Investigador