Salmerón Cerdán, Antonio Autor

Publicaciones

Analyzing uncertainty in complex socio-ecological networks

  • Maldonado A.
  • Morales M.
  • Aguilera P.
  • Salmerón A.

Entropy - 1/1/2020

10.3390/e22010123

Número de citas: 0 (Scopus)

Construction of Fuzzy Measures over Product Spaces

  • Fernando Reche
  • María Morales
  • Antonio Salmerón

Mathematics - 17/09/2020

10.3390/math8091605

  • ORCID

Analyzing concept drift: A case study in the financial sector

  • Masegosa A.R.
  • Martínez A.M.
  • Ramos-López D.
  • Langseth H.
  • Nielsen T.D.
  • Salmerón A.

Intelligent Data Analysis - 21/05/2020

10.3233/ida-194515

Número de citas: 0 (Scopus)
Open Access

Analyzing Uncertainty in Complex Socio-Ecological Networks

  • Maldonado González, Ana Devaki
  • Morales Giraldo, María
  • Aguilera Aguilera, Pedro
  • Salmerón Cerdán, Antonio

19/01/2020

Prediction of a complex system with few data: Evaluation of the effect of model structure and amount of data with dynamic bayesian network models

  • Maldonado A.
  • Uusitalo L.
  • Tucker A.
  • Blenckner T.
  • Aguilera P.
  • Salmerón A.

Environmental Modelling and Software - 1/8/2019

10.1016/j.envsoft.2019.04.011

Número de citas: 2 (Web of Science) 3 (Scopus)

InferPy: Probabilistic modeling with Tensorflow made easy

  • Cabañas R.
  • Salmerón A.
  • Masegosa A.

Knowledge-Based Systems - 15/3/2019

10.1016/j.knosys.2018.12.030

Número de citas: 0 (Scopus)

A survey on Bayesian network structure learning from data

  • Scanagatta M.
  • Salmerón A.
  • Stella F.

Progress in Artificial Intelligence - 1/12/2019

10.1007/s13748-019-00194-y

Número de citas: 4 (Scopus)

AMIDST: A Java toolbox for scalable probabilistic machine learning

  • Masegosa A.
  • Martínez A.
  • Ramos-López D.
  • Cabañas R.
  • Salmerón A.
  • Langseth H.
  • Nielsen T.
  • Madsen A.
... Ver más Contraer

Knowledge-Based Systems - 1/1/2019

10.1016/j.knosys.2018.09.019

Número de citas: 4 (Web of Science) 4 (Scopus)

Comparing two multinomial samples using hierarchical Bayesian models

  • Masegosa A.
  • Torres A.
  • Morales M.
  • Salmerón A.

Progress in Artificial Intelligence - 1/1/2019

10.1007/s13748-019-00202-1

Número de citas: 0 (Scopus)
Open Access

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.
... Ver más Contraer

International Journal of Approximate Reasoning - 1/9/2018

10.1016/j.ijar.2018.06.004

Número de citas: 3 (Web of Science) 3 (Scopus)

Análisis de datos ambientales usando redes bayesianas

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

2018

Número de citas: 0 (Dialnet)
  • Dialnet

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

Número de citas: 1 (Web of Science) 1 (Scopus)

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

Número de citas: 0 (Dialnet)
  • 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

Número de citas: 0 (Dialnet)
  • Dialnet

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

Número de citas: 1 (Web of Science) 1 (Scopus)

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.
... Ver más Contraer

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

Número de citas: 0 (Scopus)

Redes bayesianas híbridas en dominios de alta dimensionalidad

  • Antonio Fernández Álvarez
  • Antonio Salmerón Cerdán
  • Rafael Rumí Rodríguez

2011

Número de citas: 0 (Dialnet)
  • 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

10.1007/978-3-642-14746-3-9

Número de citas: 1 (Web of Science) 1 (Scopus)

Probability tree factorisation with median free term

  • Martínez, I.
  • Rodríguez, C.
  • Salmerón, A.

Advances in Intelligent and Soft Computing - 1/12/2010

10.1007/978-3-642-14746-3-57

Número de citas: 0 (Scopus)

Análisis de indicadores de rendimiento mediante redes bayesianas

  • Carmelo Rodríguez Torreblanca
  • María Encarnación Morales Giraldo
  • Antonio Salmerón Cerdán

2007

Número de citas: 0 (Dialnet)
  • Dialnet

Bayesian models of data streams with hierarchical power priors

  • Masegosa A.
  • Nielsen T.
  • Langseth H.
  • Ramos-López D.
  • Salmerón A.
  • Madsen A.

34th International Conference on Machine Learning, ICML 2017 - 1/1/2017

Número de citas: 1 (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.
... Ver más Contraer

IEEE International Conference on Data Mining Workshops, ICDMW - 2/7/2016

10.1109/icdmw.2016.0185

Número de citas: 3 (Web of Science) 4 (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.
... Ver más Contraer

Frontiers in Artificial Intelligence and Applications - 1/1/2016

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

Número de citas: 0 (Scopus)

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

Número de citas: 0 (Scopus)

Continuous Bayesian networks vs. other methods for regression in environmental modelling

  • Maldonado, A. D.
  • Ropero, R. F.
  • Aguilera, P. A.
  • Fernandez, A.
  • Rumi, R.
  • Salmeron, A.
  • Stein, A
  • Allard, D
... Ver más Contraer

SPATIAL STATISTICS CONFERENCE 2015, PART 1 - 2015

10.1016/j.proenv.2015.05.027

Número de citas: 2 (Web of Science)

Dynamic Bayesian modeling for risk prediction in credit operations

  • Borchani H.
  • Martínez A.
  • Masegosa A.
  • Langseth H.
  • Nielsen T.
  • Salmerón A.
  • Fernández A.
  • Madsen A.
  • Sáez R.
... Ver más Contraer

Frontiers in Artificial Intelligence and Applications - 1/1/2015

10.3233/978-1-61499-589-0-17

Número de citas: 4 (Web of Science) 4 (Scopus)

Estimation of species richness using Bayesian networks

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

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

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

Número de citas: 1 (Web of Science) 1 (Scopus)
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

Número de citas: 1 (Scopus)
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.
... Ver más Contraer

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

Número de citas: 6 (Web of Science) 11 (Scopus)
Open Access

MPE inference in conditional linear gaussian networks

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

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_37

Número de citas: 4 (Scopus)

Este autor no tiene patentes.

Open Access

HUGIN architecture for propagating belief functions

28/05/2012

Open Access

Incremental supervised classification for the MTE distribution: a preliminary study

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

Número de citas: 0 (Dialnet)
Open Access

BayesChess: programa de ajedrez adaptativo basado en redes bayesianas

  • Fernández Álvarez, Antonio
  • Salmerón Cerdán, Antonio

CMPI 2006 - 2006

Número de citas: 0 (Dialnet)
Open Access

Selective naive Bayes predictor with mixtures of truncated exponentials

International Conference on Mathematical and Statistical Modeling in Honor of Enrique Castillo. - 2006

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

Structural Learning of Bayesian Networks with Mixtures of Truncated Exponentials

Second European Workshop on Probabilistic Graphical Models (PGM'04) - 2004

Open Access

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

Número de citas: 0 (Dialnet)
Open Access

Análisis del sector agrario del poniente almeriense mediante redes bayesianas

  • Céspedes, Antonio J.
  • Salmerón Cerdán, Antonio
  • Rumí Rodríguez, Rafael
  • Soler, Francisco

27 Congreso Nacional de Estadística e I.O. - 2003

Número de citas: 0 (Dialnet)
Open Access

Estimating mixtures of truncated exponentials from data

First European Workshop on Probabilistic Graphical Models (PGM'02) - 2002

Departamento: Matemáticas

Correo electrónico: asalmero@ual.es

Scopus: 16

Web of Science: 16

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Última actualización de los datos: 20/09/20 2:28
Próxima recolección programada: 26/09/20 3:00