Salmerón Cerdán, Antonio Author
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
Bayesian Network analysis of software logs for data‐driven software maintenance
- Santiago del Rey
- Silverio Martínez‐Fernández
- Antonio Salmerón
IET Software - 14/02/2023
- CiteScore: 3.8 (2022)
- SJR: 0.404 (2022
- SNIP: 0.848 (2022
- Scopus
- ORCID
- OAI-PMH
- Web of Science
An Empirical Analysis of the Impact of Continuous Assessment on the Final Exam Mark
- María Morales
- Antonio Salmerón
- Ana D. Maldonado
- Andrés R. Masegosa
- Rafael Rumí
Mathematics - 27/10/2022
- JCR Quartile: Q1 (2022)
- JCR Impact Factor: 2.4 (2022)
- Category normalized Impact: 1.166 (2022)
- CiteScore: 2.9 (2021)
- SJR: 0.538 (2021
- SNIP: 1.162 (2021
- JCR 5-year Impact Factor: 2.3
- JCR Categories: MATHEMATICS
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Comments on: Hybrid semiparametric Bayesian networks
- Antonio Salmerón
TEST - 13/06/2022
- JCR Quartile: Q3 (2022)
- JCR Impact Factor: 1.3 (2022)
- CiteScore: 3.3 (2021)
- SJR: 1.137 (2021
- SNIP: 2.255 (2021
- JCR 5-year Impact Factor: 2.3
- JCR Categories: STATISTICS & PROBABILITY
- Scopus
- ORCID
- OAI-PMH
- Web of Science
A Soft Clustering Approach to Detect Socio-Ecological Landscape Boundaries Using Bayesian Networks
- Rosa Fernández
- Ana D. Maldonado
- Laura Uusitalo
- Antonio Salmerón Cerdán
- Rafael Rumi
- Pedro Aguilera Aguilera
Agronomy - 10/04/2021
- JCR Quartile: Q1 (2021)
- JCR Impact Factor: 3.949 (2022)
- Category normalized Impact: 0.38 (2021)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
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
MoTBFs: An R Package for Learning Hybrid Bayesian Networks Using Mixtures of Truncated Basis Functions
- Perez-Bernabe, Inmaculada
- Maldonado, Ana D.
- Salmeron, Antonio
- Nielsen, Thomas D.
R Journal - 12/2020
- JCR Quartile: Q1 (2020)
- JCR Impact Factor: 3.984 (2022)
- JCR 5-year Impact Factor: 7.958
- JCR Categories: STATISTICS & PROBABILITY
InferPy: Probabilistic modeling with deep neural networks made easy
- Cózar J.
- Cabañas R.
- Salmerón A.
- Masegosa A.R.
Neurocomputing - 20/11/2020
- JCR Quartile: Q1 (2020)
- SJR Quartile: Q1
- JCR Impact Factor: 5.719 (2022)
- Category normalized Impact: 0.126 (2020)
- CiteScore: 9.8 (2020)
- SJR: 1.085 (2020
- SNIP: 2.108 (2020
- JCR 5-year Impact Factor: 4.986
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Cognitive Neuroscience (Q1); Computer Science Applications (Q1); Artificial Intelligence (Q1)
- 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
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
Análisis de datos ambientales usando redes bayesianas
- Ana Devaki Maldonado González
- Pedro Aguilera Aguilera
- Antonio Salmerón Cerdán
2018
- Dialnet
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)
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
Estimation of species richness using bayesian networks
- Maldonado A.
- Ropero R.
- Aguilera P.
- Rumí R.
- Salmerón A.
Advances in Artificial Intelligence - 1/1/2015
- Category normalized Impact: 0.128 (2015)
- CiteScore: 1.8 (2020)
- SJR: 0.369 (2015
- SNIP: 0.708 (2015
- 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
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
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
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
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
Bayesian models of data streams with Hierarchical Power Priors
- Masegosa A.
- Nielsen T.
- Langseth H.
- Ramos-López D.
- Salmerón A.
- Madsen A.
Proceedings of the 34th International Conference on Machine Learning - 1/1/2017
- Scopus
- ORCID
Financial Data Analysis with PGMs Using AMIDST
- Cabanas R.
- Martinez A.
- Masegosa A.
- Ramos-Lopez D.
- Sameron A.
- Nielsen T.
- Langseth H.
- Madsen A.
IEEE International Conference on Data Mining Workshops, ICDMW - 30/01/2017
- Category normalized Impact: 0.586 (2017)
- SJR Categories: Computer Science Applications; Software
- Scopus
- ORCID
- Web of Science
d-VMP: Distributed Variational Message Passing
- Andres Masegosa
- Ana M. Martinez
- Helge Langseth
- Thomas Dyhre Nielsen
- Antonio Salmerón
- Darío Ramos-López
- Anders Læsø Madsen
JMLR Workshop and Conference Proceedings - 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
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
An experimental comparison of methods to handle missing values in environmental datasets
- Maldonado A.D.
- Aguilera P.A.
- Salmerón A.
Environmental Modelling and Software for Supporting a Sustainable Future, Proceedings - 8th International Congress on Environmental Modelling and Software, iEMSs 2016 - 1/1/2016
- Scopus
- ORCID
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
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
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
Learning conditional distributions using mixtures of truncated basis functions
- Pérez-Bernabé I.
- Salmerón A.
- Langseth H.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2015
- Category normalized Impact: 0.293 (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
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
HUGIN architecture for propagating belief functions
- Salmerón Cerdán, Antonio
- Jensen, Finn V.
28/05/2012
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
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
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
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
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
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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URI Datos BNE
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