Rumí Rodríguez, Rafael Autor

Open Access

Supervised classification using probabilistic decision graphs

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

Computational Statistics and Data Analysis - 15/2/2009

10.1016/j.csda.2008.11.003

Número de citas: 11 (Web of Science) 13 (Scopus)
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

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

Número de citas: 3 (Web of Science) 4 (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: 4 (Web of Science) 4 (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: 18 (Web of Science) 17 (Scopus)

Redes bayesianas: una herramienta probabilística en los modelos de distribución de especies.

  • Rafaela Marfil Pérez
  • J. A. de la Peña
  • Carlos F. Dorronsoro Fernández
  • Albert Permanyer
  • Carlos Rossi Nieto
  • Ramón Salas Roig

Revista Ecosistemas - 2014

10.7818/ecos.2014.23-1.08

Número de citas:
  • Dialnet
  • ORCID

Project no.: 619209 Project full title: Analysis of Massive Data STreams

  • ORCID

Practical aspects of solving hybrid Bayesian networks containing deterministic conditionals

  • Shenoy, P.P.
  • Rumí, R.
  • Salmerón, A.

International Journal of Intelligent Systems - 1/1/2015

10.1002/int.21700

Número de citas: 5 (Web of Science) 5 (Scopus)

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: 1 (Web of Science) 4 (Scopus)
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

Número de citas: 22 (Web of Science) 27 (Scopus)
Open Access

Soft clustering based on hybrid Bayesian networks in socioecological cartography

  • Ropero, R.F.
  • Aguilera, P.A.
  • Rumí, R.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2014

10.1007/978-3-319-07617-1_53

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

Redes bayesianas híbridas: una herramienta estadística en ecología y ciencias ambientales

  • Rosa María Fernández Ropero
  • Rafael Rumí Rodríguez
  • Pedro Aguilera Aguilera

2016

Número de citas:
  • Dialnet

Redes bayesianas híbridas en dominios de alta dimensionalidad

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

2011

Número de citas:
  • Dialnet
Open Access

Penniless propagation with mixtures of truncated exponentials

  • Rumí, R.
  • Salmerón, A.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2005

10.1007/11518655_5

Número de citas: 6 (Web of Science) 8 (Scopus)

Modelos de redes bayesianas con variables discretas y continuas Rafael Rumí Rodríguez

Modelos de redes bayesianas con variables discretas y continuas

  • Rafael Rumí Rodríguez
  • Antonio Salmerón Cerdán
  • Serafín Moral Callejón

2003

Número de citas:
  • Dialnet
Open Access

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

Número de citas: 7 (Scopus)

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

Número de citas: 2 (Scopus)

Structural learning of Bayesian networks with mixtures of truncated exponentials

Proceedings of the Second European Workshop on Probabilistic Graphical Models - 2004

  • ORCID

Structural-EM for learning PDG models from incomplete data

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

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

  • ORCID
Open Access

Structural-EM for learning PDG models from incomplete data

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

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

Número de citas: 1 (Scopus)

Some practical issues in inference in hybrid Bayesian networks with deterministic conditionals

  • Shenoy, P.P.
  • Rumí, R.
  • Salmerón, A.

International Conference on Intelligent Systems Design and Applications, ISDA - 1/12/2011

10.1109/isda.2011.6121722

Número de citas: 6 (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:
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.
... Ver más Contraer

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

Número de citas:
Open Access

Predicting stock and portfolio returns using mixtures of truncated exponentials

  • Cobb B.
  • Rumí R.
  • Salmerón A.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 27/8/2009

10.1007/978-3-642-02906-6_67

Número de citas:
Open Access

Parameter estimation in mixtures of truncated exponentials

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

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

Número de citas: 3 (Scopus)

Este autor no tiene patentes.

Open Access

Estimating mixtures of truncated exponentials from data

  • Moral, Serafín
  • Rumí, Rafael
  • Salmerón Cerdán, Antonio

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

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:

Scopus: 15

Web of Science: 14

Scopus: 20

Web of Science: 16

Última actualización de los datos: 13/08/22 7:28
Próxima recolección programada: 20/08/22 3:00