Rumí Rodríguez, Rafael Author
Project no.: 619209 Project full title: Analysis of Massive Data STreams
- ORCID
Estimating mixtures of truncated exponentials in hybrid Bayesian networks
- Rafael Rumí Rodríguez
- Antonio Salmerón Cerdán
- Serafín Moral Callejón
TEST - 1/12/2006
- 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)
- Dialnet
- Scopus
- ORCID
- Web of Science
Penniless propagation with mixtures of truncated exponentials
- Rumí, R.
- Salmerón, A.
SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY, PROCEEDINGS - 1/12/2005
- Category normalized Impact: 0.284 (2005)
- CiteScore: 1.8 (2020)
- SJR: 0.334 (2005
- SNIP: 0.787 (2005
- Scopus
- ORCID
- Web of Science
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
- Category normalized Impact: 0.697 (2003)
- CiteScore: 1.8 (2020)
- SJR: 0.41 (2003
- SNIP: 0.882 (2003
- Scopus
- ORCID
- Web of Science
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
- JCR Quartile: Q1 (2019)
- SJR Quartile: Q1
- JCR Impact Factor: 2.351 (2023)
- Category normalized Impact: 0.32 (2019)
- CiteScore: 6.5 (2022)
- SJR: 0.902 (2019
- SNIP: 1.092 (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)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
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
- JCR Quartile: Q1 (2018)
- SJR Quartile: Q1
- JCR Impact Factor: 2.807 (2023)
- Category normalized Impact: 0.312 (2018)
- CiteScore: 6.5 (2022)
- SJR: 0.991 (2018
- SNIP: 1.256 (2018
- JCR 5-year Impact Factor: 2.934
- JCR Categories: ENVIRONMENTAL SCIENCES
- SJR Categories: Environmental Engineering (Q1); Environmental Science (miscellaneous) (Q1); Safety, Risk, Reliability and Quality (Q1); Water Science and Technology (Q1); Environmental Chemistry (Q2)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
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
- JCR Quartile: Q1 (2006)
- SJR Quartile: Q2
- JCR Impact Factor: 1.305 (2022)
- Category normalized Impact: 2.823 (2006)
- CiteScore: 5.8 (2020)
- SJR: 0.638 (2006
- SNIP: 1.329 (2006
- SJR Categories: Theoretical Computer Science (Q2); Computational Theory and Mathematics (Q3); Statistics and Probability (Q3); Statistics, Probability and Uncertainty (Q3)
- Scopus
- ORCID
- Web of Science
Inference in hybrid Bayesian networks
- Langseth H.
- Nielsen T.
- Rumí R.
- Salmerón A.
RELIABILITY ENGINEERING & SYSTEM SAFETY - 1/10/2009
- JCR Quartile: Q1 (2009)
- SJR Quartile: Q1
- JCR Impact Factor: 1.908 (2009)
- Category normalized Impact: 2.242 (2009)
- CiteScore: 9.3 (2020)
- SJR: 1.142 (2009
- SNIP: 2.571 (2009
- JCR 5-year Impact Factor: 2.305
- JCR Categories: ENGINEERING, INDUSTRIAL
- SJR Categories: Applied Mathematics (Q1); Industrial and Manufacturing Engineering (Q1); Safety, Risk, Reliability and Quality (Q1)
- Scopus
- ORCID
- Web of Science
Data clustering using hidden variables in hybrid Bayesian networks
- Fernández A.
- Gámez J.
- Rumí R.
- Salmerón A.
PROGRESS IN ARTIFICIAL INTELLIGENCE - 1/6/2014
- Category normalized Impact: 0.352 (2014)
- CiteScore: 3.4 (2020)
- SNIP: 1.17 (2014
- SJR Categories: Artificial Intelligence
- Scopus
- ORCID
- Web of Science
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
- Category normalized Impact: 0.105 (2015)
- CiteScore: 8.4 (2022)
- SNIP: 1.327 (2015
- SJR Categories: Artificial Intelligence
- Scopus
- ORCID
- Web of Science
Modelos de redes bayesianas con variables discretas y continuas Rafael Rumí Rodríguez
Contributions on Mixtures of Polynomials for Hybrid Bayesian Networks
- Juan Carlos Luengo
- Darío Ramos-López
- Rafael Rumí
- Ana D. Maldonado
2025
- ORCID
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
- 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
- Dialnet
Redes bayesianas híbridas en dominios de alta dimensionalidad
- Antonio Fernández Álvarez
- Antonio Salmerón Cerdán
- Rafael Rumí Rodríguez
2011
- Dialnet
Modelos de redes bayesianas con variables discretas y continuas
- Rafael Rumí Rodríguez
- Antonio Salmerón Cerdán
- Serafín Moral Callejón
2003
- Dialnet
El clasificador grafo de decisión probabilıstico
- Jens P. Nielsen
- Rafael Rumí Rodríguez
- Antonio Salmerón Cerdán
XXX Congreso Nacional de Estadıstica e Investigación Operativa. http://www. ual. es/dalgaard/publications/seio07. pdf - 2007
- Dialnet
- ORCID
Incorporating Prior Knowledge when Learning Mixtures of Truncated Basis Functions from Data
- Fernández A.
- Pérez-Bernabé I.
- Rumí R.
- Salmerón A.
TWELFTH SCANDINAVIAN CONFERENCE ON ARTIFICIAL INTELLIGENCE (SCAI 2013) - 1/12/2013
- SJR Quartile: Q3
- Category normalized Impact: 0.136 (2013)
- CiteScore: 0.6 (2020)
- SJR: 0.275 (2013
- SNIP: 0.521 (2013
- SJR Categories: Artificial Intelligence (Q3)
- Scopus
- ORCID
- Web of Science
Predicting Stock and Portfolio Returns Using Mixtures of Truncated Exponentials
- Cobb B.
- Rumí R.
- Salmerón A.
SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY, PROCEEDINGS - 27/8/2009
- JCR Quartile: Q2 (2009)
- CiteScore: 1.8 (2020)
- SJR: 0.302 (2009
- SNIP: 0.586 (2009
- Scopus
- ORCID
- Web of Science
Maximum Likelihood Learning of Conditional MTE Distributions
- Langseth H.
- Nielsen T.
- Rumí R.
- Salmerón A.
SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY, PROCEEDINGS - 27/8/2009
- JCR Quartile: Q2 (2009)
- Category normalized Impact: 1.409 (2009)
- CiteScore: 1.8 (2020)
- SJR: 0.302 (2009
- SNIP: 0.586 (2009
- Scopus
- ORCID
- Web of Science
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
SPATIAL STATISTICS CONFERENCE 2015, PART 1 - 2015
10.1016/j.proenv.2015.05.027 View source
- Category normalized Impact: 0.451 (2015)
- ORCID
- Web of Science
Structural learning of Bayesian networks with mixtures of truncated exponentials
Proceedings of the Second European Workshop on Probabilistic Graphical Models - 2004
- ORCID
Mixtures of Polynomials for Regression Problems
Proceedings of the International Conference on Data Mining (DMIN) - 2016
- ORCID
Elvira: An environment for creating and using probabilistic graphical models
Proceedings of the first European workshop on probabilistic graphical models - 2002
- ORCID
Estimating mixtures of truncated exponentials from data
- Moral, Serafín
- Rumí, Rafael
- Salmerón Cerdán, Antonio
Proceedings of the first European workshop on probabilistic graphical models - 2002
- ORCID
- OAI-PMH
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.
Proceedings of the Eighth International Conference on Probabilistic Graphical Models - 1/1/2016
- 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
- Scopus
- ORCID
This author has no patents.
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
h index
Scopus: 15
Web of Science: 15
i10 index
Scopus: 21
Web of Science: 21
Research groups
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Análisis de datos
Role: Miembro
Author profiles
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Research projects at UAL
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Acronym PID2022-139293NB-C31Since: September 1, 2023Until: August 31, 2026Funded by: Ministerio de Ciencia e InnovaciónFunding / grant amount: 150,125.00 EURPrincipal Investigator (PI)Role: Investigador principal
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Acronym P20_00091Since: October 5, 2021Until: December 31, 2022Funded by: JUNTAFunding / grant amount: 31,950.00 EURRole: Investigador
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Acronym 102C2000004Since: September 7, 2021Until: June 30, 2023Funded by: Proyectos de Creación de Unidades de InnovaciónFunding / grant amount: 156,824.58 EUR
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Acronym PID2019-106758GB-C32Since: June 1, 2020Until: May 31, 2023Funded by: MECFunding / grant amount: 80,828.00 EURPrincipal Investigator (PI)Role: Investigador principal
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Acronym UAL18-TIC-A011-B-ESince: February 1, 2020Until: January 31, 2022Funded by: Universidad de AlmeríaFunding / grant amount: 80,000.00 EURRole: Investigador
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Acronym 001510Since: January 1, 2020Until: June 30, 2021Funded by: Consejería de Economía, Conocimiento, Empresas y UniversidadFunding / grant amount: 49,900.00 EURRole: Investigador
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Acronym TIN2016-77902-C3-3-PSince: December 30, 2016Until: December 29, 2019Funded by: Ministerio de Economía, Industria y CompetitividadFunding / grant amount: 143,506.00 EURPrincipal Investigator (PI)Role: Investigador principal
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Acronym P12-TIC-2541Since: January 30, 2014Until: January 29, 2016Funded by: JUNTAFunding / grant amount: 7,920.00 EURPrincipal Investigator (PI)Role: Responsable
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Acronym TIN2013-46638-C3-1-PSince: January 1, 2014Until: December 31, 2016Funded by: Ministerio de Economía y CompetitividadFunding / grant amount: 69,151.50 EURPrincipal Investigator (PI)Role: Investigador principal
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Acronym AMIDSTSince: January 1, 2014Until: December 31, 2016Funded by: NaNFunding / grant amount: 323,490.00 EURRole: Investigador
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Acronym P11-TIC-07821Since: April 30, 2013Until: April 30, 2015Funded by: JUNTAFunding / grant amount: 19,665.00 EURRole: Investigador
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Acronym TIN2010-20900-C04-02Since: January 1, 2011Until: December 31, 2013Funded by: MECFunding / grant amount: 64,493.00 EURRole: Investigador
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Acronym P08-RNM-03945Since: January 14, 2009Until: July 13, 2012Funded by: JUNTAFunding / grant amount: 138,810.22 EURRole: Investigador
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Acronym TIN2007-67418-C03-02Since: October 1, 2007Until: March 31, 2011Funded by: MECFunding / grant amount: 150,040.00 EURRole: Investigador
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Acronym DEP2005-00231-C03-02Since: February 1, 2006Until: December 31, 2008Funded by: MECFunding / grant amount: 119,595.00 EURRole: Investigador
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Acronym TIN2004-06204-C03-01Since: December 13, 2004Until: December 12, 2007Funded by: MECFunding / grant amount: 113,620.00 EURRole: Investigador
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Acronym TIC2001-2973-C05-02Since: December 28, 2001Until: June 28, 2005Funded by: MECFunding / grant amount: 93,301.12 EURRole: Investigador
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Acronym CR-UAL-0107Since: June 6, 2001Until: June 5, 2003Funded by: Universidad de AlmeríaFunding / grant amount: 8,079.71 EURRole: Investigador