Rumí Rodríguez, Rafael Autor

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

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)

Hybrid Bayesian network classifiers: Application to species distribution models

  • Aguilera P.
  • Fernández A.
  • Reche F.
  • Rumí R.

ENVIRONMENTAL MODELLING and SOFTWARE - 1/12/2010

10.1016/j.envsoft.2010.04.016

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

Modelling uncertainty in social-natural interactions

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

ENVIRONMENTAL MODELLING and SOFTWARE - 1/1/2016

10.1016/j.envsoft.2014.07.008

Número de citas: 11 (Web of Science) 11 (Scopus)
Open Access

Bayesian networks in environmental modelling

  • Aguilera P.
  • Fernández A.
  • Fernández R.
  • Rumí R.
  • Salmerón A.

ENVIRONMENTAL MODELLING and SOFTWARE - 1/12/2011

10.1016/j.envsoft.2011.06.004

Número de citas: 417 (Web of Science) 360 (Scopus)
Open Access

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: 23 (Web of Science) 17 (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

Número de citas: 9 (Web of Science) 7 (Scopus)

Módulos básicos de aprendizaje para Matemáticas y Estad??stica

  • Enrique Soria Mesa

GRUPOS DOCENTES DE MATERIALES DIDÁCTICOS pag - 2001

Número de citas: 2 (Dialnet)
  • ORCID
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)
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)

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

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

  • Rafael Rumí Rodríguez

2004

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)
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)

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

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)

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)

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:

Maximum Likelihood vs. Least Squares for Estimating Mixtures of Truncated Exponentials

INFORMS annual meeting - 2007

  • ORCID

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)
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)
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:
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)
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)
Open Access

Maximum likelihood learning of conditional MTE distributions

  • Langseth H.
  • Nielsen T.
  • 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_22

Número de citas: 9 (Web of Science) 14 (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

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Próxima recolección programada: 30/03/24 3:00