Salmerón Cerdán, Antonio Author
New trends in probabilistic graphical models
- Gamez, JA
- Salmeron, A
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS - 01/2004
10.1142/s0218488504002540 View source
- JCR Quartile: Q3 (2004)
- SJR Quartile: Q1
- JCR Impact Factor: 0.573 (2022)
- SJR Categories: Control and Systems Engineering (Q1); Artificial Intelligence (Q2); Information Systems (Q2); Software (Q2)
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
Fast factorisation of probabilistic potentials and its application to approximate inference in bayesian networks
- Cano, A.
- GÓmez-Olmedo, M.
- Pérez-Ariza, C.B.
- SalmerÓn, A.
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS - 1/4/2012
- JCR Quartile: Q3 (2012)
- SJR Quartile: Q2
- JCR Impact Factor: 0.886 (2012)
- Category normalized Impact: 0.096 (2012)
- CiteScore: 2.5 (2020)
- SJR: 0.742 (2012
- SNIP: 1.113 (2012
- JCR 5-year Impact Factor: 1.386
- 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
OPERATIONAL APPROACH TO GENERAL FUZZY MEASURES
- Reche F.
- Salmerón A.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems - 1/06/2000
- JCR Quartile: Q4 (2000)
- SJR Quartile: Q2
- JCR Impact Factor: 0.145 (2022)
- Category normalized Impact: 0.147 (2000)
- CiteScore: 2.5 (2020)
- SJR: 0.294 (2000
- SNIP: 0.534 (2000
- SJR Categories: Control and Systems Engineering (Q2); Information Systems (Q2); Artificial Intelligence (Q3); Software (Q3)
- 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
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
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
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
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)
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
Programación Monte Carlo en redes bayesianas usando variables correlacionadas
- Antonio Salmerón Cerdán
- María Encarnación Morales Giraldo
XXV Congreso Nacional de Estadística e Investigación Operativa: Vigo, 4-7 de abril de 2000 - 2000
- Dialnet
Incorporating prior knowledge when learning mixtures of truncated basis functions from data
- Fernández A.
- Pérez-Bernabé I.
- Rumí R.
- Salmerón A.
Twelfth Scandinavian Conference on Artificial Intelligence (Scai 2013) - 1/12/2013
- SJR Quartile: Q3
- Category normalized Impact: 0.136 (2013)
- CiteScore: 0.6 (2020)
- SJR: 0.275 (2013
- SNIP: 0.521 (2013
- SJR Categories: Artificial Intelligence (Q3)
- Scopus
- ORCID
- Web of Science
Mixtures of Gaussians as a Proxy in Hybrid Bayesian Networks
- Salmerón A.
- Reche F.
Studies in Systems, Decision and Control - 1/1/2018
- SJR Quartile: Q4
- Category normalized Impact: 0.087 (2018)
- CiteScore: 1.1 (2020)
- SJR: 0.131 (2018
- SNIP: 0.354 (2018
- SJR Categories: Automotive Engineering (Q4); Computer Science (miscellaneous) (Q4); Control and Optimization (Q4); Control and Systems Engineering (Q4); Decision Sciences (miscellaneous) (Q4); Economics, Econometrics and Finance (miscellaneous) (Q4); Social Sciences (miscellaneous) (Q4)
Imp. Sampling Algorithms for Belief Networks Based on Approx. Comp.
- L. D. Hernández
- Serafín Moral
- Antonio Salmerón Cerdán
Sixth International Conference IPMU : Information Processing and Management of Uncertainty in Knowledge-Based Systems: Proceedings, july 1-5, Granada, España - 1996
- Dialnet
Algoritmos de propagación II: métodos de Monte Carlo
- Antonio Salmerón Cerdán
Sistemas expertos probabilísticos - 1998
- Dialnet
Inference in hybrid Bayesian networks with Mixtures of Truncated Basis Functions
- Langseth H.
- Nielsen T.
- Rumí R.
- Salmerón A.
Proceedings of the Sixth European Workshop on Probabilistic Graphical Models - 1/12/2012
- SJR Categories: Statistics and Probability
- Scopus
- ORCID
Predicting stock and portfolio returns using mixtures of truncated exponentials
- Cobb B.
- Rumí R.
- Salmerón A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 27/8/2009
- JCR Quartile: Q2 (2009)
- CiteScore: 1.8 (2020)
- SJR: 0.302 (2009
- SNIP: 0.586 (2009
- Scopus
- ORCID
- Web of Science
Supervised classification using hybrid probabilistic decision graphs
- Fernández A.
- Rumí R.
- del Sagrado J.
- Salmerón A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2014
- Category normalized Impact: 0.186 (2014)
- CiteScore: 1.8 (2020)
- SJR: 0.354 (2014
- SNIP: 0.753 (2014
- Scopus
- ORCID
- Web of Science
On using the PC algorithm for learning continuous Bayesian networks: An experimental analysis
- Fernández A.
- Pérez-Bernabé I.
- Salmerón A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 10/10/2013
- Category normalized Impact: 0.273 (2013)
- CiteScore: 1.8 (2020)
- SJR: 0.36 (2013
- SNIP: 0.775 (2013
- Scopus
- ORCID
- Web of Science
Learning recursive probability trees from data
- Cano, A.
- Gómez-Olmedo, M.
- Moral, S.
- Pérez-Ariza, C.B.
- Salmerón, A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 10/10/2013
- Category normalized Impact: 0.136 (2013)
- CiteScore: 1.8 (2020)
- SJR: 0.36 (2013
- SNIP: 0.775 (2013
- Scopus
- ORCID
- Web of Science
El clasificador grafo de decisión probabilıstico
- Jens P. Nielsen
- Rafael Rumí Rodríguez
- Antonio Salmerón Cerdán
XXX Congreso Nacional de Estadıstica e Investigación Operativa. http://www. ual. es/dalgaard/publications/seio07. pdf - 2007
- Dialnet
- ORCID
Parameter learning in MTE networks using incomplete data
- Fernández A.
- Langseth H.
- Nielsen T.
- Salmerón A.
The Fifth European Workshop on Probabilistic Graphical Models, Helsinki, Finland, 12/09/2010 - 1/12/2010
- SJR Categories: Statistics and Probability
Dynamic Bayesian modeling for risk prediction in credit operations
- Borchani H.
- Martínez A.
- Masegosa A.
- Langseth H.
- Nielsen T.
- Salmerón A.
- Fernández A.
- Madsen A.
- Sáez R.
The 13th Scandinavian Conference on Artificial Intelligence (SCAI'2015) - 1/1/2015
- SJR Quartile: Q3
- Category normalized Impact: 0.286 (2015)
- CiteScore: 0.6 (2020)
- SJR: 0.238 (2015
- SNIP: 0.429 (2015
- SJR Categories: Artificial Intelligence (Q3)
- Scopus
- ORCID
- Web of Science
MPE inference in conditional linear gaussian networks
- Salmerón A.
- Rumí R.
- Langseth H.
- Madsen A.
- Nielsen T.
Symbolic and Quantitative Approaches to Reasoning with Uncertainty - 1/1/2015
- CiteScore: 1.8 (2020)
- SJR: 0.369 (2015
- SNIP: 0.708 (2015
Multivariate imputation of qualitative missing data using Bayesian networks
- Romero, V
- Salmeron, A
- LopezDiaz, M
- Gil, MA
- Grzegorzewski, P
- Hryniewicz, O
- Lawry, J
SOFT METHODOLOGY AND RANDOM INFORMATION SYSTEMS - 2004
- Category normalized Impact: 0.819 (2004)
Strawberry and cucumber cultivation under fluorescent photoselective plastic films cover
- González, A
- Rodríguez, R
- Bañón, S
- Franco, JA
- Fernández, JA
- Salmerón, A
- Espí, E
- LaMalfa, G
- Lipari, V
- Noto, G
- Leonardi, C
PROCEEDINGS OF THE SIXTH INTERNATIONAL SYMPOSIUM ON PROTECTED CULTIVATION IN MILD WINTER CLIMATE: PRODUCT AND PROCESS INNOVATION, VOLS 1 AND 2 - 2003
10.17660/actahortic.2003.614.61
Use of Cool Plastic Films for Greenhouse Covering in Southern Spain
- Lopez-Marin, J.
- Gonzalez, A.
- Garcia-Alonso, Y.
- Espi, E.
- Salmeron, A.
- Fontecha, A.
- Real, A. I.
- DePascale, S
- Mugnozza, GS
- Maggio, A
- Schettini, E
PROCEEDINGS OF THE INTERNATIONAL SYMPOSIUM ON HIGH TECHNOLOGY FOR GREENHOUSE SYSTEM MANAGEMENT, VOLS 1 AND 2 - 2008
10.17660/actahortic.2008.801.15
New cool plastic films for greenhouse covering in tropical and subtropical areas
- Garcia-Alonso, Y.
- Espi, E.
- Salmeron, A.
- Fontecha, A.
- Gonzalez, A.
- Lopez, J.
- Bailey, BJ
- PerezParra, JJ
- Montero, JI
- Bailey, BJ
PROCEEDINGS OF THE INTERNATIONAL SYMPOSIUM ON GREENHOUSE COOLING - 2006
10.17660/actahortic.2006.719.12
Parameter estimation in mixtures of truncated exponentials
- Langseth H.
- Nielsen T.
- Rumí R.
- Salmerón A.
Proceedings of the Fourth European Workshop on Probabilistic Graphical Models - 1/12/2008
- SJR Categories: Statistics and Probability
This author has no patents.
HUGIN architecture for propagating belief functions
- Salmerón Cerdán, Antonio
- Jensen, Finn V.
28/05/2012
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
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
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
Incremental supervised classification for the MTE distribution: a preliminary study
- Flesch, Ildikó
- Fernández, Antonio
- Salmerón Cerdán, Antonio
Simposio nacional de Inteligencia Computacional 2007 - 2007
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
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
The multilabel naive credal classifier
- Antonucci, Alessandro
- Corani, Giorgio
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 4/2017
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
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
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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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