Rumí Rodríguez, Rafael Autor

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

  • ORCID

Flash floods in Mediterranean catchments: a meta-model decision support system based on Bayesian networks

  • Rosa F. Ropero
  • M. Julia Flores
  • Rafael Rumí

Environmental and Ecological Statistics - 9/01/2024

10.1007/s10651-023-00587-2

Número de citas:
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 - 27/10/2022

10.3390/math10213994

Número de citas: 2 (Web of Science)
Open Access

Bayesian Networks for Preprocessing Water Management Data

  • Rosa Fernández
  • M. Julia Flores
  • Rafael Rumi

Mathematics - 23/05/2022

10.3390/math10101777

Número de citas: 1 (Web of Science)
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 - 1/04/2021

10.3390/agronomy11040740

Número de citas: 2 (Web of Science)
Open Access

Modelling relationships between socioeconomy, landscape and water flows in Mediterranean agroecosystems: a case study in Adra catchment (Spain) using Bayesian networks

  • Ropero R.
  • Rumí R.
  • Aguilera P.

ENVIRONMENTAL AND ECOLOGICAL STATISTICS - 15/3/2019

10.1007/s10651-019-00419-2

Número de citas: 3 (Web of Science) 1 (Scopus)
Open Access

Bayesian networks for evaluating climate change influence in olive crops in Andalusia, Spain

  • Ropero R.
  • Rumí R.
  • Aguilera P.

NATURAL RESOURCE MODELING - 1/2/2019

10.1111/nrm.12169

Número de citas: 7 (Web of Science) 7 (Scopus)
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

Número de citas: 6 (Web of Science) 2 (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.
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INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 1/9/2018

10.1016/j.ijar.2018.06.004

Número de citas: 9 (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

Número de citas: 17 (Web of Science) 16 (Scopus)

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
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)
Open Access

Modeling conditional distributions of continuous variables in Bayesian networks

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

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

10.1007/11552253_4

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

Structural learning of Bayesian networks with mixtures of truncated exponentials

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

  • ORCID
Open Access

Approximating conditional MTE distributions by means of mixed trees

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

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) - 1/12/2003

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

Número de citas: 22 (Web of Science) 31 (Scopus)

Elvira: An environment for creating and using probabilistic graphical models

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

  • ORCID
Open Access

Mixtures of truncated exponentials in hybrid Bayesian networks

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

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) - 1/1/2001

10.1007/3-540-44652-4_15

Número de citas: 160 (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