Salmerón Cerdán, Antonio Author
Variational Inference over Nonstationary Data Streams for Exponential Family Models
- Andrés R. Masegosa
- Darío Ramos-López
- Antonio Salmerón
- Helge Langseth
- Thomas D. Nielsen
Mathematics - 3/11/2020
- JCR Quartile: Q1 (2020)
- JCR Impact Factor: 2.258 (2022)
- Category normalized Impact: 2.467 (2020)
- JCR 5-year Impact Factor: 2.165
- JCR Categories: MATHEMATICS
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Supervised classification using probabilistic decision graphs
- Nielsen J.
- Rumí R.
- Salmerón A.
Computational Statistics & Data Analysis - 15/2/2009
- JCR Quartile: Q2 (2009)
- SJR Quartile: Q1
- JCR Impact Factor: 1.228 (2009)
- Category normalized Impact: 0.283 (2009)
- CiteScore: 2.7 (2020)
- SJR: 1.276 (2009
- SNIP: 1.325 (2009
- JCR 5-year Impact Factor: 1.406
- JCR Categories: COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
- SJR Categories: Applied Mathematics (Q1); Computational Mathematics (Q1); Computational Theory and Mathematics (Q1); Statistics and Probability (Q2)
- Scopus
- ORCID
- OAI-PMH
- 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
Statistical Parameters Based on Fuzzy Measures
- Fernando Reche
- María Morales
- Antonio Salmerón
Mathematics - 12/11/2020
- JCR Quartile: Q1 (2020)
- JCR Impact Factor: 2.258 (2022)
- Category normalized Impact: 0.308 (2020)
- CiteScore: 2.2 (2020)
- SJR: 0.495 (2020
- SNIP: 1.29 (2020
- JCR 5-year Impact Factor: 2.165
- JCR Categories: MATHEMATICS
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Special issue on PGM'04: Second European workshop on probabilistic graphical models 2004
- Lucas, P.J.F.
- Gámez, J.A.
- Salmerón, A.
International Journal of Approximate Reasoning - 1/5/2006
- JCR Quartile: Q2 (2006)
- SJR Quartile: Q1
- JCR Impact Factor: 1.262 (2022)
- 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
- Web of Science
Spatial and temporal characterization of the rich fraction of plastid DNA present in the nuclear genome of Moringa oleifera reveals unanticipated complexity in NUPTs´ formation
- Juan Pablo Marczuk-Rojas
- Angélica María Álamo-Sierra
- Antonio Salmerón
- Alfredo Alcayde
- Viktor Isanbaev
- Lorenzo Carretero-Paulet
BMC Genomics - 1/12/2024
- Scopus
- ORCID
Selective naive bayes for regression based on mixtures of truncated exponentials
- Morales M.
- Rodríguez C.
- Salmerón A.
International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems - 1/12/2007
- JCR Quartile: Q4 (2007)
- SJR Quartile: Q2
- JCR Impact Factor: 0.376 (2022)
- Category normalized Impact: 0.349 (2007)
- CiteScore: 2.5 (2020)
- SJR: 0.421 (2007
- SNIP: 0.703 (2007
- SJR Categories: Artificial Intelligence (Q2); Control and Systems Engineering (Q2); Information Systems (Q2); Software (Q3)
- Scopus
- ORCID
- Web of Science
Scaling up Bayesian variational inference using distributed computing clusters
- Masegosa A.
- Martinez A.
- Langseth H.
- Nielsen T.
- Salmerón A.
- Ramos-López D.
- Madsen A.
International Journal of Approximate Reasoning - 1/09/2017
- JCR Quartile: Q2 (2017)
- SJR Quartile: Q1
- JCR Impact Factor: 1.766 (2022)
- Category normalized Impact: 0.343 (2017)
- CiteScore: 7.1 (2020)
- SJR: 0.866 (2017
- SNIP: 1.746 (2017
- JCR 5-year Impact Factor: 2.504
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1); Applied Mathematics (Q2)
- Scopus
- ORCID
- Web of Science
Scalable importance sampling estimation of Gaussian mixture posteriors in Bayesian networks
- Ramos-López D.
- Masegosa A.
- Salmerón A.
- Rumí R.
- Langseth H.
- Nielsen T.
- Madsen A.
International Journal of Approximate Reasoning - 1/09/2018
- JCR Quartile: Q3 (2018)
- SJR Quartile: Q2
- JCR Impact Factor: 1.982 (2022)
- Category normalized Impact: 0.402 (2018)
- CiteScore: 7.1 (2020)
- SJR: 0.606 (2018
- SNIP: 1.453 (2018
- JCR 5-year Impact Factor: 2.2
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Applied Mathematics (Q2); Artificial Intelligence (Q2); Software (Q2); Theoretical Computer Science (Q2)
- 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
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
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
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
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
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
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
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
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)
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
Modeling concept drift: A probabilistic graphical model based approach
- Borchani H.
- Martínez A.
- Masegosa A.
- Langseth H.
- Nielsen T.
- Salmerón A.
- Fernández A.
- Madsen A.
- Sáez R.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2015
- JCR Impact Factor: 15.491 (2022)
- Category normalized Impact: 1.609 (2015)
- CiteScore: 1.8 (2020)
- SJR: 0.369 (2015
- SNIP: 0.708 (2015
- Scopus
- ORCID
- OAI-PMH
- Web of Science
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
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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