Salmerón Cerdán, Antonio Author
Probabilistic Models with Deep Neural Networks
- Andrés R. Masegosa
- Rafael Cabañas De Paz
- Helge Langseth
- Thomas Dyhre Nielsen
- Antonio Salmerón Cerdán
Entropy - 1/01/2021
- JCR Quartile: Q2 (2021)
- JCR Impact Factor: 2.738 (2022)
- Category normalized Impact: 0.156 (2021)
- CiteScore: 4 (2020)
- SJR: 0.468 (2020
- SNIP: 1.059 (2020
- JCR 5-year Impact Factor: 2.642
- JCR Categories: PHYSICS, MULTIDISCIPLINARY
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Probabilistic modeling of the relationship between socioeconomy and ecosystem services in cultural landscapes
- Maldonado A.
- Aguilera P.
- Salmerón A.
- Nicholson A.
Ecosystem Services - 1/10/2018
https://doi.org/10.1016/j.ecoser.2018.04.007
- JCR Quartile: Q1 (2018)
- SJR Quartile: Q1
- JCR Impact Factor: 5.572 (2022)
- Category normalized Impact: 0.466 (2018)
- CiteScore: 11.2 (2020)
- SJR: 2.151 (2018
- SNIP: 1.981 (2018
- JCR 5-year Impact Factor: 6.497
- JCR Categories: ENVIRONMENTAL STUDIES
- SJR Categories: Agricultural and Biological Sciences (miscellaneous) (Q1); Ecology (Q1); Geography, Planning and Development (Q1); Global and Planetary Change (Q1); Management, Monitoring, Policy and Law (Q1); Nature and Landscape Conservation (Q1)
- 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)
Preface
- Lucas P.J.F.
- Gámez J.A.
- Salmerón A.
Studies in Fuzziness and Soft Computing - 1/1/2007
- SJR Quartile: Q3
- CiteScore: 1.1 (2020)
- SJR: 0.131 (2007
- SNIP: 0.31 (2007
- SJR Categories: Computer Science (miscellaneous) (Q3); Computational Mathematics (Q4)
Prediction of a complex system with few data: Evaluation of the effect of model structure and amount of data with dynamic bayesian network models
- Maldonado A.
- Uusitalo L.
- Tucker A.
- Blenckner T.
- Aguilera P.
- Salmerón A.
ENVIRONMENTAL MODELLING and SOFTWARE - 1/8/2019
- JCR Quartile: Q1 (2019)
- SJR Quartile: Q1
- JCR Impact Factor: 4.807 (2022)
- Category normalized Impact: 0.383 (2019)
- CiteScore: 9.4 (2020)
- SJR: 1.896 (2019
- SNIP: 2.092 (2019
- JCR 5-year Impact Factor: 5.317
- JCR Categories: ENVIRONMENTAL SCIENCES
- SJR Categories: Ecological Modeling (Q1); Environmental Engineering (Q1); Software (Q1)
- Scopus
- ORCID
- Web of Science
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
Parameter learning in hybrid Bayesian networks using prior knowledge
- Pérez-Bernabé I.
- Fernández A.
- Rumí R.
- Salmerón A.
Data Mining and Knowledge Discovery - 1/5/2016
- JCR Quartile: Q1 (2016)
- SJR Quartile: Q1
- JCR Impact Factor: 3.16 (2022)
- Category normalized Impact: 0.144 (2016)
- CiteScore: 8.3 (2020)
- SJR: 1.14 (2016
- SNIP: 2.341 (2016
- JCR 5-year Impact Factor: 3.477
- JCR Categories: COMPUTER SCIENCE, INFORMATION SYSTEMS
- SJR Categories: Computer Networks and Communications (Q1); Computer Science Applications (Q1); Information Systems (Q1)
- 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
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
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
Redes bayesianas híbridas en dominios de alta dimensionalidad
- Antonio Fernández Álvarez
- Antonio Salmerón Cerdán
- Rafael Rumí Rodríguez
2011
- 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
Probability tree factorisation with median free term
- Martínez, I.
- Rodríguez, C.
- Salmerón, A.
Advances in Intelligent and Soft Computing - 1/12/2010
- SJR Quartile: Q4
- SJR: 0.131 (2010
- SJR Categories: Computer Science (miscellaneous) (Q4)
- Scopus
- ORCID
- Web of Science
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
Precomputación en grafos de dependencias mediante algoritmos aproximados
- Antonio Salmerón Cerdán
- Serafín Moral Callejón
1998
- Dialnet
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
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
New data structures and algorithms for uncertainty treatment with probabilistic graphical models
- Cora Beatriz Pérez Ariza
- Antonio Salmerón Cerdán
- Andrés Cano Utrera
- Manuel Gómez Olmedo
2013
- Dialnet
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
Unsupervised naive Bayes for data clustering with mixtures of truncated exponentials
- Gámez, J.A.
- Rumí, R.
- Salmerón, A.
Proceedings of the 3rd European Workshop on Probabilistic Graphical Models, PGM 2006 - 1/12/2006
- SJR Categories: Statistics and Probability
Tree augmented naive bayes for regression using mixtures of truncated exponentials: Application to higher education management
- Fernández A.
- Morales M.
- Salmerón A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2007
- Category normalized Impact: 2.835 (2007)
- CiteScore: 1.8 (2020)
- SJR: 0.293 (2007
- SNIP: 0.522 (2007
- Scopus
- ORCID
- Web of Science
Tractable inference in hybrid bayesian networks with deterministic conditionals using re-approximations
- Rumí, R.
- Salmerón, A.
- Shenoy, P.P.
Proceedings of the 6th European Workshop on Probabilistic Graphical Models, PGM 2012 - 1/12/2012
- SJR Categories: Statistics and Probability
- Scopus
- ORCID
Structural-EM for learning PDG models from incomplete data
- Nielsen J.
- Rumí R.
- Salmerón A.
Proceedings of the 4th European Workshop on Probabilistic Graphical Models, PGM 2008 - 1/12/2008
- CiteScore: 5.3 (2019)
- SJR: 1.16 (2008
- SNIP: 1.858 (2008
- SJR Categories: Statistics and Probability
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
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
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
Scalable MAP inference in Bayesian networks based on a Map-Reduce approach
- Ramos-L pez D.o.
- Salmer n A.
- Rum R.
- Mart nez A.M.
- Nielsen T.D.
- Masegosa A.R.
- Langseth H.
- Madsen A.L.
Proceedings of the Eighth International Conference on Probabilistic Graphical Models - 1/1/2016
- JCR Impact Factor: 5 (2016)
- CiteScore: 6.8 (2020)
- SJR: 1.29 (2016
- SNIP: 2.222 (2016
- JCR 5-year Impact Factor: 7.649
- JCR Categories: AUTOMATION & CONTROL SYSTEMS
- Scopus
- ORCID
Robust classification of multivariate time series by imprecise hidden Markov models
- Antonucci, Alessandro
- De Rosa, Rocco
- Giusti, Alessandro
- Cuzzolin, Fabio
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 1/2015
This author has no patents.
The multilabel naive credal classifier
- Antonucci, Alessandro
- Corani, Giorgio
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 4/2017
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
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
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
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
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
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
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
Incremental supervised classification for the MTE distribution: a preliminary study
- Flesch, Ildikó
- Fernández, Antonio
- Salmerón Cerdán, Antonio
Simposio nacional de Inteligencia Computacional 2007 - 2007
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