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
Modelización y predicción en estadística universitaria
- María Encarnación Morales Giraldo
- Carmelo Rodríguez Torreblanca
- Antonio Salmerón Cerdán
2006
- Dialnet
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
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)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface
- Bielza, C.
- Salmerón, A.
- Alonso-Betanzos, A.
- Hidalgo, J.I.
- Martínez, L.
- Troncoso, A.
- Corchado, E.
- Corchado, J.M.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 10/10/2013
- CiteScore: 1.8 (2020)
- SJR: 0.36 (2013
- SNIP: 0.775 (2013
- Scopus
- ORCID
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
Learning hybrid bayesian networks using mixtures of truncated basis functions. Aprendizaje de redes bayesianas híbridas con mixturas de funciones base truncadas
- Inmaculada Pérez-Bernabé
- Antonio Salmerón Cerdán
- Helge Langseth
2015
- 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
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
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
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
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