Rumí Rodríguez, Rafael Autor

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)

Elaboración de fichas para el desarrollo y evaluación de competencias genéricas en Matemáticas y Estad??stica

2010

  • ORCID
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)

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

Número de citas: 71 (Web of Science) 75 (Scopus)
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

Número de citas: 42 (Web of Science) 41 (Scopus)

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

Número de citas: 25 (Web of Science) 27 (Scopus)

Approximating probability density functions in hybrid Bayesian networks with mixtures of truncated exponentials

  • Cobb B.
  • Shenoy P.
  • Rumí R.

Statistics and Computing - 1/9/2006

10.1007/s11222-006-8175-8

Número de citas: 58 (Web of Science) 51 (Scopus)
Open Access

Learning hybrid Bayesian networks using mixtures of truncated exponentials

  • Romero, V.
  • Rumí, R.
  • Salmerón, A.

International Journal of Approximate Reasoning - 1/5/2006

10.1016/j.ijar.2005.10.004

Número de citas: 46 (Web of Science) 50 (Scopus)

Estimating mixtures of truncated exponentials in hybrid bayesian networks

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

Test - 1/12/2006

10.1007/bf02607059

Número de citas: 36 (Web of Science) 40 (Scopus)

Kernel methods in Bayesian networks

6 al 10 de junio de 2005 - 2005

  • ORCID

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

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
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 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: 7 (Web of Science) 8 (Scopus)

Modelos de redes bayesianas con variables discretas y continuas: tesis doctoral

  • Rafael Rumí Rodríguez

2004

Número de citas:
  • Dialnet

Modelos de redes bayesianas con variables discretas y continuas

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

2003

Número de citas:
  • Dialnet

Mixtures of Polynomials for Regression Problems

Proceedings of the International Conference on Data Mining (DMIN) - 2016

  • ORCID
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

JOURNAL OF MACHINE LEARNING RESEARCH - 1/1/2016

Número de citas:

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 Ver en origen

Número de citas: 3 (Web of Science)
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)

Naive bayes classifier with mixtures of polynomials

  • Luengo, J.C.
  • Rumi, R.

ICPRAM 2015 - 4th International Conference on Pattern Recognition Applications and Methods, Proceedings - 1/1/2015

10.5220/0005166000140024

Número de citas: 2 (Scopus)
Open Access

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)

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)
Open Access

Mixtures of truncated basis functions

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

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 1/2/2012

10.1016/j.ijar.2011.10.004

Número de citas: 56 (Web of Science) 55 (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:

Inference in hybrid Bayesian networks with mixtures of truncated basis functions

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

Proceedings of the 6th European Workshop on Probabilistic Graphical Models, PGM 2012 - 1/12/2012

Número de citas: 11 (Scopus)

Este autor no tiene patentes.

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: 1 (Dialnet)
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

Scopus: 15

Web of Science: 15

Scopus: 20

Web of Science: 19

Última actualización de los datos: 23/03/24 4:48
Próxima recolección programada: 30/03/24 3:00