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Rumí Rodríguez, Rafael Author

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

Cite count: 36 (Web of Science) 40 (Scopus)
  • JCR Quartile: Q3 (2006)
  • SJR Quartile: Q2
  • JCR Impact Factor: 0.581 (2022)
  • Category normalized Impact: 0.854 (2006)
  • CiteScore: 2.5 (2020)
  • SJR: 1.097 (2006
  • SNIP: 1.339 (2006
  • SJR Categories: Statistics and Probability (Q2); Statistics, Probability and Uncertainty (Q2)

Elaboración de fichas para el desarrollo y evaluación de competencias genéricas en Matemáticas y Estad́ıstica

2010

  • ORCID

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

Cite count: 11 (Web of Science) 9 (Scopus)
  • Category normalized Impact: 0.352 (2014)
  • CiteScore: 3.4 (2020)
  • SNIP: 1.17 (2014
  • SJR Categories: Artificial Intelligence

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
... View more Collapse

Procedia Environmental Sciences - 2015

10.1016/j.proenv.2015.05.027 View source

Cite count: 3 (Web of Science)
  • Category normalized Impact: 0.451 (2015)

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

Cite count: 3 (Web of Science) 4 (Scopus)
  • Category normalized Impact: 0.105 (2015)
  • CiteScore: 3.4 (2020)
  • SNIP: 1.343 (2015
  • SJR Categories: Artificial Intelligence
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

Cite count: 417 (Web of Science) 360 (Scopus)
  • JCR Quartile: Q1 (2011)
  • SJR Quartile: Q1
  • JCR Impact Factor: 3.114 (2011)
  • Category normalized Impact: 2.948 (2011)
  • CiteScore: 9.4 (2020)
  • SJR: 1.636 (2011
  • SNIP: 2.06 (2011
  • JCR 5-year Impact Factor: 3.166
  • JCR Categories: ENVIRONMENTAL SCIENCES
  • SJR Categories: Ecological Modeling (Q1); Environmental Engineering (Q1); Software (Q1)
Open Access

Bayesian Networks for Preprocessing Water Management Data

  • Rosa Fernández
  • M. Julia Flores
  • Rafael Rumi

Mathematics - 23/05/2022

10.3390/math10101777

Cite count: 1 (Web of Science)
  • JCR Quartile: Q1 (2022)
  • JCR Impact Factor: 2.4 (2022)
  • CiteScore: 2.9 (2021)
  • SJR: 0.538 (2021
  • SNIP: 1.162 (2021
  • JCR 5-year Impact Factor: 2.3
  • JCR Categories: MATHEMATICS
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

Cite count: 7 (Web of Science) 7 (Scopus)
  • JCR Quartile: Q4 (2019)
  • SJR Quartile: Q2
  • JCR Impact Factor: 0.915 (2022)
  • Category normalized Impact: 0.458 (2019)
  • CiteScore: 1.6 (2020)
  • SJR: 0.319 (2019
  • SNIP: 0.82 (2019
  • JCR 5-year Impact Factor: 0.818
  • JCR Categories: MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
  • SJR Categories: Environmental Science (miscellaneous) (Q2); Modeling and Simulation (Q3)

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

Cite count: 25 (Web of Science) 27 (Scopus)
  • SJR Quartile: Q3
  • Category normalized Impact: 5.448 (2007)
  • CiteScore: 1.1 (2020)
  • SJR: 0.131 (2007
  • SNIP: 0.31 (2007
  • SJR Categories: Computer Science (miscellaneous) (Q3); Computational Mathematics (Q4)
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) 2 (Scopus)
  • JCR Quartile: Q1 (2019)
  • SJR Quartile: Q1
  • JCR Impact Factor: 2.351 (2022)
  • Category normalized Impact: 0.274 (2019)
  • CiteScore: 5.5 (2020)
  • SJR: 0.902 (2019
  • SNIP: 1.101 (2019
  • JCR 5-year Impact Factor: 2.721
  • JCR Categories: ENGINEERING, ENVIRONMENTAL
  • SJR Categories: Environmental Engineering (Q1); Environmental Science (miscellaneous) (Q1); Safety, Risk, Reliability and Quality (Q1); Water Science and Technology (Q1); Environmental Chemistry (Q2)
Open Access

Supervised classification using hybrid probabilistic decision graphs

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

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2014

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

Cite count: 2 (Web of Science) 2 (Scopus)
  • Category normalized Impact: 0.186 (2014)
  • CiteScore: 1.8 (2020)
  • SJR: 0.354 (2014
  • SNIP: 0.753 (2014
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

Cite count: 1 (Web of Science) 1 (Scopus)
  • Category normalized Impact: 0.115 (2014)
  • CiteScore: 1.8 (2020)
  • SJR: 0.354 (2014
  • SNIP: 0.753 (2014

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

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

2016

Cite count:
  • Dialnet

Redes bayesianas híbridas en dominios de alta dimensionalidad

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

2011

Cite count:
  • Dialnet
Open Access

Predicting stock and portfolio returns using mixtures of truncated exponentials

  • Cobb B.
  • 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_67

Cite count:
  • JCR Quartile: Q2 (2009)
  • CiteScore: 1.8 (2020)
  • SJR: 0.302 (2009
  • SNIP: 0.586 (2009
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

Cite count: 7 (Web of Science) 8 (Scopus)
  • Category normalized Impact: 0.284 (2005)
  • CiteScore: 1.8 (2020)
  • SJR: 0.334 (2005
  • SNIP: 0.787 (2005

Multi-objective evolutionary algorithms used in greenhouse planning for recycling biomass into energy

  • Marquez, A. L.
  • Gil, C.
  • Manzano-Agugliaro, F.
  • Montoya, F. G.
  • Fernandez, A.
  • Banos, R.
  • DeCarvalho, APD
  • RidriguezGonzalez, S
  • Santana, JFD
  • Rodriguez, JMC
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Advances in Intelligent and Soft Computing - 1/12/2010

10.1007/978-3-642-14883-5_60

Cite count: 1 (Web of Science) 1 (Scopus)
  • Category normalized Impact: 0.155 (2010)
  • SJR: 0.131 (2010
Open Access

MPE Inference in Conditional Linear Gaussian Networks

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

Symbolic and Quantitative Approaches To Reasoning With Uncertainty, Ecsqaru 2015 - 1/1/2015

10.1007/978-3-319-20807-7_37

Cite count: 4 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.369 (2015
  • SNIP: 0.708 (2015

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

  • Rafael Rumí Rodríguez

2004

Cite count:
  • Dialnet

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

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

Cite count: 7 (Scopus)
  • SJR Categories: Statistics and Probability

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)
  • SJR Categories: Statistics and Probability

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

  • SJR Categories: Statistics and Probability
  • ORCID
Open Access

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)
  • CiteScore: 5.3 (2019)
  • SJR: 1.16 (2008
  • SNIP: 1.858 (2008
  • SJR Categories: Statistics and Probability

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)
  • SJR Categories: Artificial Intelligence; Computer Science Applications; Control and Systems Engineering; Signal Processing

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:
  • SJR Categories: Environmental Engineering; Software
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.
... View more Collapse

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

Cite count:
  • JCR Impact Factor: 5 (2016)
  • CiteScore: 6.8 (2020)
  • SJR: 1.29 (2016
  • SNIP: 2.222 (2016
  • JCR 5-year Impact Factor: 7.649
  • JCR Categories: AUTOMATION & CONTROL SYSTEMS
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

Cite count: 3 (Scopus)
  • SJR Categories: Statistics and Probability

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

Cite count: 2 (Scopus)
  • SJR Categories: Fuel Technology; Geochemistry and Petrology

This author has no patents.

This author has no reports or other types of publications.

Scopus: 15

Web of Science: 15

Scopus: 20

Web of Science: 19

Last data update: 5/4/24 7:36 AM
Next scheduled update: 5/11/24 3:00 AM