Fernández Álvarez, Antonio Autor

Publicaciones

Parameter learning in hybrid Bayesian networks using prior knowledge

  • Pérez-Bernabé I.
  • Fernández A.
  • Rumí R.
  • Salmerón A.

Data Mining and Knowledge Discovery - 1/5/2016

10.1007/s10618-015-0429-7

Número de citas: 2 (Scopus)

Data clustering using hidden variables in hybrid Bayesian networks

  • Fernández A.
  • Gámez J.
  • Rumí R.
  • Salmerón A.

Progress in Artificial Intelligence - 1/1/2014

10.1007/s13748-014-0048-3

Número de citas: 3 (Web of Science) 6 (Scopus)

Regression using hybrid Bayesian networks: Modelling landscape-socioeconomy relationships

  • Ropero R.
  • Aguilera P.
  • Fernández A.
  • Rumí R.

Environmental Modelling and Software - 1/1/2014

10.1016/j.envsoft.2014.02.016

Número de citas: 14 (Web of Science) 14 (Scopus)

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

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

Groundwater quality assessment using data clustering based on hybrid Bayesian networks

  • Aguilera P.
  • Fernández A.
  • Ropero R.
  • Molina L.

Stochastic Environmental Research and Risk Assessment - 1/1/2013

10.1007/s00477-012-0676-8

Número de citas: 37 (Web of Science) 37 (Scopus)

Answering queries in hybrid Bayesian networks using importance sampling

  • Fernández A.
  • Rumí R.
  • Salmerón A.

Decision Support Systems - 1/6/2012

10.1016/j.dss.2012.03.007

Número de citas: 6 (Web of Science) 6 (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

A system for relevance analysis of performance indicators in higher education using Bayesian networks

  • Fernández A.
  • Morales M.
  • Rodríguez C.
  • Salmerón A.

Knowledge and Information Systems - 1/6/2011

10.1007/s10115-010-0297-9

Número de citas: 16 (Web of Science) 16 (Scopus)

Bayesian networks in environmental modelling

  • Aguilera P.
  • Fernández A.
  • Fernández R.
  • Rumí R.
  • Salmerón A.

Environmental Modelling and Software - 1/12/2011

10.1016/j.envsoft.2011.06.004

Número de citas: 266 (Web of Science) 299 (Scopus)

Learning bayesian networks for regression from incomplete databases

  • Fernández A.
  • Nielsen J.
  • SalmerÓn A.

International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems - 1/2/2010

10.1142/s0218488510006398

Número de citas: 9 (Web of Science) 12 (Scopus)

Este autor no tiene libros, capítulos o tesis.

A Detailed Analysis of Intruders’ Activities in the Network Through the Real-Time Virtual Honeynet Experimentation

  • Ganesarathinam R.
  • Prabakar M.A.
  • Singaravelu M.
  • Fernandez A.L.

Advances in Intelligent Systems and Computing - 1/1/2020

10.1007/978-981-15-0199-9_4

Número de citas: 0 (Scopus)

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)

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) 9 (Scopus)

Parallel importance sampling in conditional linear gaussian networks

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

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

10.1007/978-3-319-24598-0_4

Número de citas: 6 (Web of Science) 6 (Scopus)

Incorporating prior knowledge when learning mixtures of truncated basis functions from data

  • Fernández A.
  • Pérez-Bernabé I.
  • Rumí R.
  • Salmerón A.

Frontiers in Artificial Intelligence and Applications - 1/12/2013

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

Número de citas: 1 (Web of Science) 2 (Scopus)

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

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

Social structure-land use-water flows: Modelling relationships using discrete Bayesian networks

  • Fernández R.
  • Willaarts B.
  • Fernández A.
  • Rumí R.
  • Aguilera P.

iEMSs 2012 - Managing Resources of a Limited Planet: Proceedings of the 6th Biennial Meeting of the International Environmental Modelling and Software Society - 1/12/2012

Número de citas: 0 (Scopus)

Parameter learning in MTE networks using incomplete data

  • Fernández A.
  • Langseth H.
  • Nielsen T.
  • Salmerón A.

Proceedings of the 5th European Workshop on Probabilistic Graphical Models, PGM 2010 - 1/12/2010

Número de citas: 4 (Scopus)

Extension of Bayesian network classifiers to regression problems

  • Fernández A.
  • Salmerón A.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2008

10.1007/978-3-540-88309-8_9

Número de citas: 12 (Web of Science) 13 (Scopus)

Learning naïve bayes regression models with missing data using mixtures of truncated exponentials

  • Fernández A.
  • Nielsen J.
  • Salmerón A.

Proceedings of the 4th European Workshop on Probabilistic Graphical Models, PGM 2008 - 1/12/2008

Número de citas: 1 (Scopus)

Este autor no tiene patentes.

Erratum to Groundwater quality assessment using data clustering based on hybrid Bayesian networks(Stoch Environ Res Risk Assess, (2013), 27, (435-447), 10.1007/s00477-012-0676-8)

  • Aguilera P.
  • Fernández A.
  • Ropero R.
  • Molina L.

Stochastic Environmental Research and Risk Assessment - 1/12/2013

10.1007/s00477-013-0719-9

Número de citas: 0 (Scopus)

Departamento: Matemáticas

Correo electrónico: afalvarez@ual.es

Scopus: 9

Web of Science: 8

El autor no tiene palabras clave.
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Última actualización de los datos: 6/07/20 18:40
Próxima recolección programada: 11/07/20 3:00