Salmerón Cerdán, Antonio Author
Importance sampling in Bayesian networks using probability trees
- Salmerón, A.
- Cano, A.
- Moral, S.
Computational Statistics and Data Analysis - 1/10/2000
- JCR Quartile: Q3 (2000)
- SJR Quartile: Q2
- JCR Impact Factor: 0.374 (2022)
- Category normalized Impact: 1.505 (2000)
- CiteScore: 2.7 (2020)
- SJR: 0.701 (2000
- SNIP: 0.731 (2000
- SJR Categories: Applied Mathematics (Q2); Computational Mathematics (Q2); Computational Theory and Mathematics (Q2); Statistics and Probability (Q3)
- 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
Inference in hybrid Bayesian networks
- Langseth H.
- Nielsen T.
- Rumí R.
- Salmerón A.
RELIABILITY ENGINEERING and SYSTEM SAFETY - 1/10/2009
- JCR Quartile: Q1 (2009)
- SJR Quartile: Q1
- JCR Impact Factor: 1.908 (2009)
- Category normalized Impact: 2.242 (2009)
- CiteScore: 9.3 (2020)
- SJR: 1.142 (2009
- SNIP: 2.571 (2009
- JCR 5-year Impact Factor: 2.305
- JCR Categories: ENGINEERING, INDUSTRIAL
- SJR Categories: Applied Mathematics (Q1); Industrial and Manufacturing Engineering (Q1); Safety, Risk, Reliability and Quality (Q1)
- Scopus
- ORCID
- Web of Science
InferPy: Probabilistic modeling with deep neural networks made easy
- Cózar J.
- Cabañas R.
- Salmerón A.
- Masegosa A.R.
Neurocomputing - 20/11/2020
- JCR Quartile: Q1 (2020)
- SJR Quartile: Q1
- JCR Impact Factor: 5.719 (2022)
- Category normalized Impact: 0.126 (2020)
- CiteScore: 9.8 (2020)
- SJR: 1.085 (2020
- SNIP: 2.108 (2020
- JCR 5-year Impact Factor: 4.986
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Cognitive Neuroscience (Q1); Computer Science Applications (Q1); Artificial Intelligence (Q1)
- Scopus
- ORCID
- Web of Science
InferPy: Probabilistic modeling with Tensorflow made easy
- Cabañas R.
- Salmerón A.
- Masegosa A.
Knowledge-Based Systems - 15/03/2019
- JCR Quartile: Q1 (2019)
- SJR Quartile: Q1
- JCR Impact Factor: 5.921 (2022)
- Category normalized Impact: 0.267 (2019)
- CiteScore: 11.3 (2020)
- SJR: 1.754 (2019
- SNIP: 2.828 (2019
- JCR 5-year Impact Factor: 6.075
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Artificial Intelligence (Q1); Information Systems and Management (Q1); Management Information Systems (Q1); Software (Q1)
- Scopus
- ORCID
- Web of Science
Inventory management with log-normal demand per unit time
- Cobb B.
- Rumí R.
- Salmerón A.
COMPUTERS and OPERATIONS RESEARCH - 1/7/2013
- JCR Quartile: Q1 (2013)
- SJR Quartile: Q1
- JCR Impact Factor: 1.718 (2013)
- Category normalized Impact: 0.987 (2013)
- CiteScore: 8.2 (2020)
- SJR: 2.527 (2013
- SNIP: 2.908 (2013
- JCR 5-year Impact Factor: 2.335
- JCR Categories: OPERATIONS RESEARCH & MANAGEMENT SCIENCE
- SJR Categories: Computer Science (miscellaneous) (Q1); Management Science and Operations Research (Q1); Modeling and Simulation (Q1)
- Scopus
- ORCID
- Web of Science
Las matemáticas que rigen nuestras cuentas personales
- Antonio Salmerón Cerdán
Boletín de la Titulación de Matemáticas de la UAL - 2019
- Dialnet
Lazy Evaluation in Penniless Propagation over Join Trees
- Cano, A.
- Moral, S.
- Salmerón, A.
Networks - 1/7/2002
- JCR Quartile: Q3 (2002)
- SJR Quartile: Q2
- JCR Impact Factor: 0.46 (2022)
- Category normalized Impact: 0.696 (2002)
- CiteScore: 3.8 (2020)
- SJR: 0.535 (2002
- SNIP: 0.835 (2002
- SJR Categories: Computer Networks and Communications (Q2); Hardware and Architecture (Q2); Information Systems (Q2); Software (Q2)
- Scopus
- ORCID
- Web of Science
Learning bayesian networks for regression from incomplete databases
- Fernández A.
- Nielsen J.
- SalmerÓn A.
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS - 1/2/2010
- JCR Quartile: Q3 (2010)
- SJR Quartile: Q2
- JCR Impact Factor: 0.85 (2010)
- Category normalized Impact: 0.3 (2010)
- CiteScore: 2.5 (2020)
- SJR: 0.497 (2010
- SNIP: 0.864 (2010
- JCR 5-year Impact Factor: 0.918
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Artificial Intelligence (Q2); Control and Systems Engineering (Q2); Information Systems (Q2); Software (Q2)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Learning hybrid Bayesian networks using mixtures of truncated exponentials
- Romero, V.
- Rumí, R.
- Salmerón, A.
International Journal of Approximate Reasoning - 1/5/2006
- JCR Quartile: Q2 (2006)
- SJR Quartile: Q1
- JCR Impact Factor: 1.262 (2022)
- Category normalized Impact: 1.846 (2006)
- CiteScore: 7.1 (2020)
- SJR: 0.913 (2006
- SNIP: 2.156 (2006
- SJR Categories: Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1); Applied Mathematics (Q2)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
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
-
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