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 (2023)
- Category normalized Impact: 1.811 (2020)
- JCR 5-year Impact Factor: 2.165
- JCR Categories: MATHEMATICS
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Uncertain reasoning
- Antonucci, Alessandro
- Benferhat, Salem
- Premaratne, Kamal
ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE - 11/2021
Tractable inference in credal sentential decision diagrams
- Mattei, Lilith
- Antonucci, Alessandro
- Maua, Denis Deratani
- Facchini, Alessandro
- Llerena, Julissa Villanueva
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 10/2020
The multilabel naive credal classifier
- Antonucci, Alessandro
- Corani, Giorgio
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 4/2017
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 - 1/6/2010
- 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 (2023)
- Category normalized Impact: 0.453 (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 the tenth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA '17)
- Antonucci, Alessandro
- Corani, Giorgio
- Couso, Ines
- Destercke, Sebastien
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 8/2019
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 <i>Moringa oleifera</i> reveals unanticipated complexity in NUPTs<acute accent> formation
- Juan Pablo Marczuk-Rojas
- Angélica María Álamo-Sierra
- Antonio Salmerón
- Alfredo Alcayde
- Viktor Isanbaev
- Lorenzo Carretero-Paulet
BMC GENOMICS - 15/1/2024
- CiteScore: 7.4 (2023)
- SJR: 1.047 (2023
- SNIP: 1.083 (2023
- 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
Precomputación en grafos de dependencias mediante algoritmos aproximados
- Antonio Salmerón Cerdán
- Serafín Moral Callejón
1998
- Dialnet
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
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, Ecsqaru 2015 - 1/1/2015
- CiteScore: 1.8 (2020)
- SJR: 0.369 (2015
- SNIP: 0.708 (2015
Modelos de redes bayesianas con variables discretas y continuas
- Rafael Rumí Rodríguez
- Antonio Salmerón Cerdán
- Serafín Moral Callejón
2003
- Dialnet
Modelización y predicción en estadística universitaria
- María Encarnación Morales Giraldo
- Carmelo Rodríguez Torreblanca
- Antonio Salmerón Cerdán
2006
- Dialnet
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 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
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
Viral diseases control with UV-blocking films in greenhouses of southern Spain
- González, A
- García-Alonso, Y
- Espí, E
- Fontecha, A
- Salmerón, A
- Cantliffe, DJ
- Stoffella, PJ
- Shaw, NL
PROCEEDINGS OF THE VIITH INTERNATIONAL SYMPOSIUM ON PROTECTED CULTIVATION IN MILD WINTER CLIMATES: PRODUCTION, PEST MANAGEMENT AND GLOBAL COMPETITION, VOLS 1 AND 2 - 2004
10.17660/actahortic.2004.659.43
Variable Elimination for Interval-Valued Influence Diagrams
- Cabañas R.
- Antonucci A.
- Cano A.
- Gómez-Olmedo M.
SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY, ECSQARU 2015 - 1/1/2015
- CiteScore: 1.8 (2020)
- SJR: 0.369 (2015
- SNIP: 0.708 (2015
- 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.
ADVANCES IN INTELLIGENT DATA ANALYSIS VII, PROCEEDINGS - 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
Trading off Speed and Accuracy in Multilabel Classification
- Corani, Giorgio
- Antonucci, Alessandro
- Maua, Denis D.
- Gabaglio, Sandra
- VanDerGaag, LC
- Feelders, AJ
PROBABILISTIC GRAPHICAL MODELS - 2014
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
Time Series Classification by Imprecise Hidden Markov Models
- Antonucci, Alessandro
- De Rosa, Rocco
- Apolloni, B
- Bassis, S
- Esposito, A
- Morabito, CF
NEURAL NETS WIRN11 - 2011
The Multilabel Naive Credal Classifier
- Antonucci, Alessandro
- Corani, Giorgio
- Augustin, T
- Doria, S
- Miranda, E
- Quaeghebeur, E
PROCEEDINGS OF THE 9TH INTERNATIONAL SYMPOSIUM ON IMPRECISE PROBABILITY: THEORIES AND APPLICATIONS (ISIPTA '15) - 2015
Technical Gestures Recognition by Set-Valued Hidden Markov Models with Prior Knowledge
- Soullard, Yann
- Antonucci, Alessandro
- Destercke, Sebastien
- Ferraro, MB
- Giordani, P
- Vantaggi, B
- Gagolewski, M
- Gil, MA
- Grzegorzewski, P
- Hryniewicz, O
SOFT METHODS FOR DATA SCIENCE - 2017
This author has no patents.
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
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
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
HUGIN architecture for propagating belief functions
- Salmerón Cerdán, Antonio
- Jensen, Finn V.
28/05/2012
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
BayesChess: programa de ajedrez adaptativo basado en redes bayesianas
- Fernández Álvarez, Antonio
- Salmerón Cerdán, Antonio
CMPI 2006 - 2006
- Dialnet
- OAI-PMH
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
h index
Scopus: 17
Web of Science: 22
i10 index
Scopus: 34
Web of Science: 51
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 PID2022-139293NB-C31Since: September 1, 2023Until: August 31, 2026Funded by: Ministerio de Ciencia e InnovaciónFunding / grant amount: 150,125.00 EURPrincipal Investigator (PI)Role: Investigador principal
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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