Rumí Rodríguez, Rafael Autor

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

  • ORCID

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: 32 (Web of Science) 40 (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: 20 (Web of Science) 27 (Scopus)

Learning and inference methodologies for hybrid dynamic Bayesian networks: a case study for a water reservoir system in Andalusia, Spain

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

Stochastic Environmental Research and Risk Assessment - 1/11/2018

10.1007/s00477-018-1566-5

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

Assessment of flood risk in Mediterranean catchments: an approach based on Bayesian networks

  • Flores M.
  • Ropero R.
  • Rumí R.

Stochastic Environmental Research and Risk Assessment - 1/12/2019

10.1007/s00477-019-01746-3

Número de citas: 2 (Web of Science) 2 (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: 55 (Web of Science) 51 (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

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: 64 (Web of Science) 75 (Scopus)

Continuous Bayesian networks for the estimation of species richness

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

Progress in Artificial Intelligence - 1/12/2015

10.1007/s13748-015-0067-8

Número de citas: 3 (Web of Science) 4 (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: 9 (Web of Science) 9 (Scopus)

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

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)
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
  • Antonio Salmerón Cerdán
  • Serafín Moral Callejón

2003

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

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

El clasificador grafo de decisión probabilístico

  • Jens P. Nielsen
  • Rafael Rumí Rodríguez
  • Antonio Salmerón Cerdán

XXX Congreso Nacional de Estad?stica e Investigación Operativa. http://www. ual. es/dalgaard/publications/seio07. pdf - 2007

Número de citas:
  • ORCID
  • Dialnet

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: 2 (Web of Science)

Structural learning of Bayesian networks with mixtures of truncated exponentials

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

  • ORCID

Mixtures of Polynomials for Regression Problems

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

  • ORCID

Elvira: An environment for creating and using probabilistic graphical models

Proceedings of the first European workshop on probabilistic graphical models - 2002

  • 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

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

Número de citas:

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)

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)

Approximating the distribution of a sum of log-normal random variables

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

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

Número de citas: 12 (Scopus)
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: 6/08/22 7:29
Próxima recolección programada: 13/08/22 3:00