Rumí Rodríguez, Rafael Autor

Publicaciones

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: 1 (Web of Science) 1 (Scopus)

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: 2 (Web of Science) 3 (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: 1 (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.
... Ver más Contraer

International Journal of Approximate Reasoning - 1/9/2018

10.1016/j.ijar.2018.06.004

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

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: 2 (Web of Science) 4 (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: 1 (Web of Science) 1 (Scopus)

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: 7 (Web of Science) 6 (Scopus)

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: 0 (Dialnet)
  • Dialnet

Parameter learning in hybrid Bayesian networks using prior knowledge

  • Pérez-Bernabé I.
  • Fernández A.
  • Rumí R.
  • Salmerón A.

Data Mining and Knowledge Discovery - 1/5/2016

10.1007/s10618-015-0429-7

Número de citas: 2 (Scopus)

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: 8 (Web of Science) 11 (Scopus)

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)

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

Número de citas: 6 (Web of Science) 8 (Scopus)

Mixtures of Polynomials for Regression Problems

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

  • ORCID

Scalable MAP inference in Bayesian networks based on a Map-Reduce approach

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

  • ORCID

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

Número de citas: 2 (Web of Science)

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)

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: 3 (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

Número de citas: 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: 43 (Web of Science) 51 (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: 10 (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)

Este autor no tiene patentes.

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

Estimating mixtures of truncated exponentials from data

First European Workshop on Probabilistic Graphical Models (PGM'02) - 2002

Departamento: Matemáticas

Correo electrónico: rrumi@ual.es

Scopus: 14

Web of Science: 14

  • El histórico del autor está vacío.
Última actualización de los datos: 6/07/20 18:40
Próxima recolección programada: 11/07/20 3:00