Rumí Rodríguez, Rafael Author

Bayesian networks: A probabilistic tool for species distribution models

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

Ecosistemas - 1/1/2014

10.7818/ecos.2014.23-1.08

Cite count: 2 (Scopus) 0 (Dialnet)
Open Access

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

Cite count: 6 (Web of Science) 8 (Scopus)
Open Access

A Soft Clustering Approach to Detect Socio-Ecological Landscape Boundaries Using Bayesian Networks

  • Rosa Fernández
  • Ana D. Maldonado
  • Laura Uusitalo
  • Antonio Salmerón Cerdán
  • Rafael Rumi
  • Pedro Aguilera Aguilera

AGRONOMY-BASEL - 1/4/2021

10.3390/agronomy11040740

Cite count: 4 (Web of Science) 4 (Scopus)
Open Access

A Review of Inference Algorithms for Hybrid Bayesian Networks

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

JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH - 1/8/2018

10.1613/jair.1.11228

Cite count: 35 (Web of Science) 47 (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

Cite count: 61 (Web of Science) 56 (Scopus)
Open Access

Approximating conditional MTE distributions by means of mixed trees

  • Moral, S.
  • Rumí, R.
  • Salmerón, A.

SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY, PROCEEDING - 1/12/2003

10.1007/978-3-540-45062-7_14

Cite count: 22 (Web of Science) 33 (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

Cite count: 44 (Web of Science) 47 (Scopus)
Open Access

Applications of hybrid dynamic Bayesian networks to water reservoir management

  • Ropero R.
  • Flores M.
  • Rumí R.
  • Aguilera P.

ENVIRONMETRICS - 1/2/2017

10.1002/env.2432

Cite count: 9 (Web of Science) 9 (Scopus)
Open Access

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

Cite count: 9 (Web of Science) 8 (Scopus)
Open Access

An Empirical Analysis of the Impact of Continuous Assessment on the Final Exam Mark

  • María Morales
  • Antonio Salmerón
  • Ana D. Maldonado
  • Andrés R. Masegosa
  • Rafael Rumí

MATHEMATICS - 27/11/2022

10.3390/math10213994

Cite count: 3 (Web of Science) 4 (Scopus)

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

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

2016

Cite count: 0 (Dialnet)
  • Dialnet

Redes bayesianas híbridas en dominios de alta dimensionalidad

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

2011

Cite count: 0 (Dialnet)
  • Dialnet

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

  • Rafael Rumí Rodríguez

2004

Cite count: 0 (Dialnet)
  • Dialnet

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

Cite count: 0 (Dialnet)
  • Dialnet

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

Cite count: 8 (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

Cite count: 2 (Scopus)
Open Access

Supervised Classification Using Hybrid Probabilistic Decision Graphs

  • Fernández A.
  • Rumí R.
  • del Sagrado J.
  • Salmerón A.

PROBABILISTIC GRAPHICAL MODELS - 1/1/2014

10.1007/978-3-319-11433-0_14

Cite count: 2 (Web of Science) 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

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

Cite count: 1 (Scopus)
Open Access

Structural-EM for learning PDG models from incomplete data

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

Fourth European Workshop on Probabilistic Graphical Models - 2008

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

Cite count: 6 (Scopus)
Open Access

Soft Clustering Based on Hybrid Bayesian Networks in Socioecological Cartography

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

HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS, HAIS 2014 - 1/1/2014

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

Cite count: 1 (Web of Science) 1 (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

Cite count: 0 (Scopus)

This author has no patents.

Open Access

Structural Learning of Bayesian Networks with Mixtures of Truncated Exponentials

  • Romero, Vanessa
  • Rumí, Rafael
  • Salmerón Cerdán, Antonio

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

Scopus: 16

Web of Science: 15

Scopus: 26

Web of Science: 22

Last data update: 7/5/25 11:51 AM
Next scheduled update: 7/12/25 3:00 AM