Salmerón Cerdán, Antonio Author
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
Parameter Estimation and Model Selection for Mixtures of Truncated Exponentials
- Antonio Salmerón Cerdán
- Rafael Rumí Rodríguez
- Thomas D. Nielsen
- Helge Langseth
International Journal of Approximate Reasoning - 1/06/2010
- JCR Quartile: Q2 (2010)
- SJR Quartile: Q1
- JCR Impact Factor: 1.684 (2010)
- Category normalized Impact: 0.66 (2010)
- CiteScore: 7.1 (2020)
- SJR: 1.329 (2010
- SNIP: 1.971 (2010
- JCR 5-year Impact Factor: 1.72
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Applied Mathematics (Q1); Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1)
- Dialnet
- Scopus
- ORCID
- Web of Science
Structural-EM for learning PDG models from incomplete data
- Antonio Salmerón Cerdán
- Rafael Rumí Rodríguez
- Jens D. Nielsen
International Journal of Approximate Reasoning - 1/06/2010
- JCR Quartile: Q2 (2010)
- SJR Quartile: Q1
- JCR Impact Factor: 1.684 (2010)
- Category normalized Impact: 0.09 (2010)
- CiteScore: 7.1 (2020)
- SJR: 1.329 (2010
- SNIP: 1.971 (2010
- JCR 5-year Impact Factor: 1.72
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Applied Mathematics (Q1); Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1)
- Dialnet
- Scopus
- ORCID
- Web of Science
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
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
Bayesian networks in environmental modelling
- Aguilera P.
- Fernández A.
- Fernández R.
- Rumí R.
- Salmerón A.
ENVIRONMENTAL MODELLING and SOFTWARE - 1/12/2011
- JCR Quartile: Q1 (2011)
- SJR Quartile: Q1
- JCR Impact Factor: 3.114 (2011)
- Category normalized Impact: 2.948 (2011)
- CiteScore: 9.4 (2020)
- SJR: 1.636 (2011
- SNIP: 2.06 (2011
- JCR 5-year Impact Factor: 3.166
- JCR Categories: ENVIRONMENTAL SCIENCES
- SJR Categories: Ecological Modeling (Q1); Environmental Engineering (Q1); Software (Q1)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
A system for relevance analysis of performance indicators in higher education using Bayesian networks
- Fernández A.
- Morales M.
- Rodríguez C.
- Salmerón A.
Knowledge and Information Systems - 1/6/2011
- JCR Quartile: Q1 (2011)
- SJR Quartile: Q1
- JCR Impact Factor: 2.225 (2011)
- Category normalized Impact: 0.593 (2011)
- CiteScore: 5.8 (2020)
- SJR: 1.078 (2011
- SNIP: 2.87 (2011
- JCR 5-year Impact Factor: 2.151
- JCR Categories: COMPUTER SCIENCE, INFORMATION SYSTEMS
- SJR Categories: Artificial Intelligence (Q1); Hardware and Architecture (Q1); Human-Computer Interaction (Q1); Information Systems (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
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
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
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
Precomputación en grafos de dependencias mediante algoritmos aproximados
- Antonio Salmerón Cerdán
- Serafín Moral Callejón
1998
- Dialnet
Algoritmos de propagación II: métodos de Monte Carlo
- Antonio Salmerón Cerdán
Sistemas expertos probabilísticos - 1998
- Dialnet
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
Estadística computacional Antonio Salmerón Cerdán, María Morales Giraldo
2001
Estadística computacional
- María Encarnación Morales Giraldo
- Antonio Salmerón Cerdán
2001
- Dialnet
Modelos de redes bayesianas con variables discretas y continuas
- Rafael Rumí Rodríguez
- Antonio Salmerón Cerdán
- Serafín Moral Callejón
2003
- 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
Penniless propagation with mixtures of truncated exponentials
- Rumí, R.
- Salmerón, A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2005
- Category normalized Impact: 0.284 (2005)
- CiteScore: 1.8 (2020)
- SJR: 0.334 (2005
- SNIP: 0.787 (2005
- Scopus
- ORCID
- Web of Science
Modeling conditional distributions of continuous variables in Bayesian networks
- Cobb B.
- Rumí R.
- Salmerón A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2005
- Category normalized Impact: 0.176 (2005)
- CiteScore: 1.8 (2020)
- SJR: 0.334 (2005
- SNIP: 0.787 (2005
- Scopus
- ORCID
- Web of Science
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
Mixtures of truncated exponentials in hybrid Bayesian networks
- Moral S.
- Rumí R.
- Salmerón A.
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) - 1/1/2001
- CiteScore: 1.8 (2020)
- SJR: 0.399 (2001
- SNIP: 0.773 (2001
- Scopus
- ORCID
Importance sampling in Bayesian networks using antithetic variables
- Moral S.
- Salmerón A.
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) - 1/1/2001
- CiteScore: 1.8 (2020)
- SJR: 0.399 (2001
- SNIP: 0.773 (2001
Estimating mixtures of truncated exponentials from data
- Moral, Serafín
- Rumí, Rafael
- Salmerón Cerdán, Antonio
Proceedings of the first European workshop on probabilistic graphical models - 2002
- ORCID
- OAI-PMH
Dynamic importance sampling computation in Bayesian networks
- Moral, S.
- Salmerón, A.
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) - 1/12/2003
- Category normalized Impact: 0.063 (2003)
- CiteScore: 1.8 (2020)
- SJR: 0.41 (2003
- SNIP: 0.882 (2003
- Scopus
- ORCID
- Web of Science
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
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
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
Representing canonical models as probability trees
- Del Sagrado, J.
- Salmerón, A.
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) - 11/11/2004
- Category normalized Impact: 0.03 (2004)
- CiteScore: 1.8 (2020)
- SJR: 0.347 (2004
- SNIP: 0.851 (2004
- 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)
This author has no patents.
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
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
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
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
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
BayesChess: programa de ajedrez adaptativo basado en redes bayesianas
- Fernández Álvarez, Antonio
- Salmerón Cerdán, Antonio
CMPI 2006 - 2006
- Dialnet
- OAI-PMH
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
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