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Salmerón Cerdán, Antonio Author

Multi-Objective Evolutionary Algorithms Used in Greenhouse Planning for Recycling Biomass into Energy

  • Marquez, A. L.
  • Gil, C.
  • Manzano-Agugliaro, F.
  • Montoya, F. G.
  • Fernandez, A.
  • Banos, R.
  • DeCarvalho, APD
  • RidriguezGonzalez, S
  • Santana, JFD
  • Rodriguez, JMC
... View more Collapse

Distributed Computing and Artificial Intelligence - 1/12/2010

10.1007/978-3-642-14883-5_60

Cite count: 1 (Web of Science) 1 (Scopus)
  • Category normalized Impact: 0.155 (2010)
  • SJR: 0.131 (2010
Open Access

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

10.1016/j.ijar.2010.01.008

Cite count: 22 (Web of Science) 27 (Scopus)
  • 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)
Open Access

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

10.1016/j.ijar.2010.01.010

Cite count: 3 (Web of Science) 4 (Scopus)
  • 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)
Open Access

Maximum Likelihood Learning of Conditional MTE Distributions

  • Langseth H.
  • Nielsen T.
  • Rumí R.
  • Salmerón A.

Lecture Notes in Computer Science - 27/8/2009

10.1007/978-3-642-02906-6_22

Cite count: 9 (Web of Science) 14 (Scopus)
  • JCR Quartile: Q2 (2009)
  • Category normalized Impact: 1.409 (2009)
  • CiteScore: 1.8 (2020)
  • SJR: 0.302 (2009
  • SNIP: 0.586 (2009
Open Access

Supervised classification using probabilistic decision graphs

  • Nielsen J.
  • Rumí R.
  • Salmerón A.

Computational Statistics & Data Analysis - 15/2/2009

10.1016/j.csda.2008.11.003

Cite count: 11 (Web of Science) 13 (Scopus)
  • 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)

Inference in hybrid Bayesian networks

  • Langseth H.
  • Nielsen T.
  • Rumí R.
  • Salmerón A.

RELIABILITY ENGINEERING and SYSTEM SAFETY - 1/10/2009

10.1016/j.ress.2009.02.027

Cite count: 71 (Web of Science) 75 (Scopus)
  • JCR Quartile: Q1 (2009)
  • SJR Quartile: Q1
  • JCR Impact Factor: 1.908 (2009)
  • Category normalized Impact: 2.242 (2009)
  • CiteScore: 9.3 (2020)
  • SJR: 1.142 (2009
  • SNIP: 2.571 (2009
  • JCR 5-year Impact Factor: 2.305
  • JCR Categories: ENGINEERING, INDUSTRIAL
  • SJR Categories: Applied Mathematics (Q1); Industrial and Manufacturing Engineering (Q1); Safety, Risk, Reliability and Quality (Q1)
Open Access

BayesChess: A computer chess program based on Bayesian networks

  • Fernández A.
  • Salmerón A.

Pattern Recognition Letters - 1/6/2008

10.1016/j.patrec.2007.06.013

Cite count: 3 (Web of Science) 5 (Scopus)
  • JCR Quartile: Q2 (2008)
  • SJR Quartile: Q1
  • JCR Impact Factor: 1.559 (2022)
  • Category normalized Impact: 0.08 (2008)
  • CiteScore: 6.7 (2020)
  • SJR: 0.899 (2008
  • SNIP: 2.024 (2008
  • SJR Categories: Artificial Intelligence (Q1); Computer Vision and Pattern Recognition (Q1); Signal Processing (Q1); Software (Q1)
Open Access

Approximate probability propagation with mixtures of truncated exponentials

  • Rumí, R.
  • Salmerón, A.

International Journal of Approximate Reasoning - 1/7/2007

10.1016/j.ijar.2006.06.007

Cite count: 42 (Web of Science) 41 (Scopus)
  • JCR Quartile: Q2 (2007)
  • SJR Quartile: Q1
  • JCR Impact Factor: 1.22 (2022)
  • Category normalized Impact: 0.971 (2007)
  • CiteScore: 7.1 (2020)
  • SJR: 0.983 (2007
  • SNIP: 1.968 (2007
  • SJR Categories: Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1); Applied Mathematics (Q2)

Bayesian network models with discrete and continuous variables

  • Cobb B.
  • Rumí R.
  • Salmero? A.

Studies in Fuzziness and Soft Computing - 22/6/2007

10.1007/978-3-540-68996-6_4

Cite count: 25 (Web of Science) 27 (Scopus)
  • SJR Quartile: Q3
  • Category normalized Impact: 5.448 (2007)
  • CiteScore: 1.1 (2020)
  • SJR: 0.131 (2007
  • SNIP: 0.31 (2007
  • SJR Categories: Computer Science (miscellaneous) (Q3); Computational Mathematics (Q4)

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

10.1142/s0218488507004959

Cite count: 15 (Web of Science) 15 (Scopus)
  • 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)

Análisis de datos ambientales usando redes bayesianas

  • Ana Devaki Maldonado González
  • Pedro Aguilera Aguilera
  • Antonio Salmerón Cerdán

2018

Cite count:
  • Dialnet
Open Access

Mixtures of Gaussians as a Proxy in Hybrid Bayesian Networks

  • Salmerón A.
  • Reche F.

Studies in Systems, Decision and Control - 1/1/2018

10.1007/978-3-319-73848-2_35

Cite count: 1 (Web of Science) 1 (Scopus)
  • 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

Cite count:
  • Dialnet
Open Access

Estimation of species richness using bayesian networks

  • Maldonado A.
  • Ropero R.
  • Aguilera P.
  • Rumí R.
  • Salmerón A.

Advances in Artificial Intelligence - 1/1/2015

10.1007/978-3-319-24598-0_14

Cite count: 1 (Web of Science) 1 (Scopus)
  • Category normalized Impact: 0.128 (2015)
  • CiteScore: 1.8 (2020)
  • SJR: 0.369 (2015
  • SNIP: 0.708 (2015
Open Access

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

10.1007/978-3-319-11433-0_14

Cite count: 2 (Web of Science) 2 (Scopus)
  • Category normalized Impact: 0.186 (2014)
  • CiteScore: 1.8 (2020)
  • SJR: 0.354 (2014
  • SNIP: 0.753 (2014

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

Cite count:
  • 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

10.3233/978-1-61499-330-8-95

Cite count: 1 (Web of Science) 2 (Scopus)
  • 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)
Open Access

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.
... View more Collapse

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 10/10/2013

Cite count:
  • CiteScore: 1.8 (2020)
  • SJR: 0.36 (2013
  • SNIP: 0.775 (2013
Open Access

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

10.1007/978-3-642-40643-0_34

Cite count: 1 (Web of Science) 1 (Scopus)
  • Category normalized Impact: 0.136 (2013)
  • CiteScore: 1.8 (2020)
  • SJR: 0.36 (2013
  • SNIP: 0.775 (2013
Open Access

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

10.1007/978-3-642-40643-0_35

Cite count: 2 (Web of Science) 2 (Scopus)
  • Category normalized Impact: 0.273 (2013)
  • CiteScore: 1.8 (2020)
  • SJR: 0.36 (2013
  • SNIP: 0.775 (2013

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

Cite count: 2 (Scopus)

Financial Data Analysis with PGMs Using AMIDST

  • Cabanas R.
  • Martinez A.
  • Masegosa A.
  • Ramos-Lopez D.
  • Sameron A.
  • Nielsen T.
  • Langseth H.
  • Madsen A.
... View more Collapse

IEEE International Conference on Data Mining Workshops, ICDMW - 30/01/2017

10.1109/icdmw.2016.0185

Cite count: 4 (Web of Science) 4 (Scopus)
  • Category normalized Impact: 0.586 (2017)
  • SJR Categories: Computer Science Applications; Software
Open Access

d-VMP: Distributed Variational Message Passing

  • Andres Masegosa
  • Ana M. Martinez
  • Helge Langseth
  • Thomas Dyhre Nielsen
  • Antonio Salmerón
  • Darío Ramos-López
  • Anders Læsø Madsen
... View more Collapse

JMLR Workshop and Conference Proceedings - 1/1/2016

Cite count: 8 (Scopus)
  • 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
Open Access

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.
... View more Collapse

Proceedings of the Eighth International Conference on Probabilistic Graphical Models - 1/1/2016

Cite count:
  • 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

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

Cite count: 1 (Scopus)
Open Access

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.
... View more Collapse

ECAI 2016 - 1/1/2016

10.3233/978-1-61499-672-9-743

Cite count:
  • SJR Quartile: Q3
  • CiteScore: 0.6 (2020)
  • SJR: 0.202 (2016
  • SNIP: 0.451 (2016
  • SJR Categories: Artificial Intelligence (Q3)

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

10.1016/j.ijar.2014.07.005

Cite count: 33 (Web of Science)
Open Access

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

10.1007/978-3-319-20807-7_37

Cite count: 4 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.369 (2015
  • SNIP: 0.708 (2015
Open Access

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

10.1007/978-3-319-20807-7_36

Cite count: 2 (Web of Science) 2 (Scopus)
  • Category normalized Impact: 0.293 (2015)
  • CiteScore: 1.8 (2020)
  • SJR: 0.369 (2015
  • SNIP: 0.708 (2015
Open Access

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.
... View more Collapse

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2015

10.1007/978-3-319-24465-5_7

Cite count: 13 (Web of Science) 14 (Scopus)
  • JCR Impact Factor: 15.491 (2022)
  • Category normalized Impact: 1.609 (2015)
  • CiteScore: 1.8 (2020)
  • SJR: 0.369 (2015
  • SNIP: 0.708 (2015

This author has no patents.

The multilabel naive credal classifier

  • Antonucci, Alessandro
  • Corani, Giorgio

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 4/2017

10.1016/j.ijar.2016.10.006

Cite count: 8 (Web of Science)

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

10.1613/jair.4355

Cite count: 20 (Web of Science)
Open Access

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

10.1109/isda.2011.6121720

Cite count: 7 (Scopus)
  • SJR Categories: Artificial Intelligence; Computer Science Applications; Control and Systems Engineering; Signal Processing
Open Access

Incremental supervised classification for the MTE distribution: a preliminary study

  • Flesch, Ildikó
  • Fernández, Antonio
  • Salmerón Cerdán, Antonio

Simposio nacional de Inteligencia Computacional 2007 - 2007

Open Access

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

Cite count:
Open Access

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

Open Access

BayesChess: programa de ajedrez adaptativo basado en redes bayesianas

  • Fernández Álvarez, Antonio
  • Salmerón Cerdán, Antonio

CMPI 2006 - 2006

Cite count:
Open Access

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

Open Access

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

Scopus: 17

Web of Science: 20

Scopus: 34

Web of Science: 35

Last data update: 5/4/24 9:33 AM
Next scheduled update: 5/11/24 3:00 AM