Rumí Rodríguez, Rafael Author
Supervised classification using probabilistic decision graphs
- Nielsen J.
- Rumí R.
- Salmerón A.
Computational Statistics & Data Analysis - 15/2/2009
- JCR Quartile: Q2 (2009)
- SJR Quartile: Q1
- JCR Impact Factor: 1.228 (2009)
- Category normalized Impact: 0.283 (2009)
- CiteScore: 2.7 (2020)
- SJR: 1.276 (2009
- SNIP: 1.325 (2009
- JCR 5-year Impact Factor: 1.406
- JCR Categories: COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
- SJR Categories: Applied Mathematics (Q1); Computational Mathematics (Q1); Computational Theory and Mathematics (Q1); Statistics and Probability (Q2)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Structural-EM for learning PDG models from incomplete data
- Antonio Salmerón Cerdán
- Rafael Rumí Rodríguez
- Jens D. Nielsen
International Journal of Approximate Reasoning - 1/06/2010
- JCR Quartile: Q2 (2010)
- SJR Quartile: Q1
- JCR Impact Factor: 1.684 (2010)
- Category normalized Impact: 0.09 (2010)
- CiteScore: 7.1 (2020)
- SJR: 1.329 (2010
- SNIP: 1.971 (2010
- JCR 5-year Impact Factor: 1.72
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Applied Mathematics (Q1); Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1)
- Dialnet
- Scopus
- ORCID
- Web of Science
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.
International Journal of Approximate Reasoning - 1/09/2018
- JCR Quartile: Q3 (2018)
- SJR Quartile: Q2
- JCR Impact Factor: 1.982 (2022)
- Category normalized Impact: 0.402 (2018)
- CiteScore: 7.1 (2020)
- SJR: 0.606 (2018
- SNIP: 1.453 (2018
- JCR 5-year Impact Factor: 2.2
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Applied Mathematics (Q2); Artificial Intelligence (Q2); Software (Q2); Theoretical Computer Science (Q2)
- Scopus
- ORCID
- Web of Science
Regression using hybrid Bayesian networks: Modelling landscape-socioeconomy relationships
- Ropero R.
- Aguilera P.
- Fernández A.
- Rumí R.
ENVIRONMENTAL MODELLING and SOFTWARE - 1/1/2014
- JCR Quartile: Q1 (2014)
- SJR Quartile: Q1
- JCR Impact Factor: 4.42 (2022)
- Category normalized Impact: 0.663 (2014)
- CiteScore: 9.4 (2020)
- SJR: 2.077 (2014
- SNIP: 2.414 (2014
- JCR 5-year Impact Factor: 4.359
- JCR Categories: ENVIRONMENTAL SCIENCES
- SJR Categories: Ecological Modeling (Q1); Environmental Engineering (Q1); Software (Q1)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Redes bayesianas: una herramienta probabilística en los modelos de distribución de especies
- Rafaela Marfil Pérez
- J. A. de la Peña
- Carlos F. Dorronsoro Fernández
- Albert Permanyer
- Carlos Rossi Nieto
- Ramón Salas Roig
Ecosistemas - 2014
- Dialnet
- ORCID
- OAI-PMH
Project no.: 619209 Project full title: Analysis of Massive Data STreams
- ORCID
Practical aspects of solving hybrid Bayesian networks containing deterministic conditionals
- Shenoy, P.P.
- Rumí, R.
- Salmerón, A.
International Journal of Intelligent Systems - 1/1/2015
- JCR Quartile: Q2 (2015)
- SJR Quartile: Q1
- JCR Impact Factor: 2.05 (2022)
- Category normalized Impact: 0.175 (2015)
- CiteScore: 14.8 (2020)
- SJR: 1.166 (2015
- SNIP: 1.263 (2015
- JCR 5-year Impact Factor: 2.483
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Artificial Intelligence (Q1); Human-Computer Interaction (Q1); Software (Q1); Theoretical Computer Science (Q1)
- Scopus
- ORCID
- Web of Science
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
- JCR Quartile: Q1 (2016)
- SJR Quartile: Q1
- JCR Impact Factor: 3.16 (2022)
- Category normalized Impact: 0.144 (2016)
- CiteScore: 8.3 (2020)
- SJR: 1.14 (2016
- SNIP: 2.341 (2016
- JCR 5-year Impact Factor: 3.477
- JCR Categories: COMPUTER SCIENCE, INFORMATION SYSTEMS
- SJR Categories: Computer Networks and Communications (Q1); Computer Science Applications (Q1); Information Systems (Q1)
- Scopus
- ORCID
- Web of Science
Parameter Estimation and Model Selection for Mixtures of Truncated Exponentials
- Antonio Salmerón Cerdán
- Rafael Rumí Rodríguez
- Thomas D. Nielsen
- Helge Langseth
International Journal of Approximate Reasoning - 1/06/2010
- JCR Quartile: Q2 (2010)
- SJR Quartile: Q1
- JCR Impact Factor: 1.684 (2010)
- Category normalized Impact: 0.66 (2010)
- CiteScore: 7.1 (2020)
- SJR: 1.329 (2010
- SNIP: 1.971 (2010
- JCR 5-year Impact Factor: 1.72
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Applied Mathematics (Q1); Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1)
- Dialnet
- Scopus
- ORCID
- Web of Science
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
Distributed Computing and Artificial Intelligence - 1/12/2010
- Category normalized Impact: 0.155 (2010)
- SJR: 0.131 (2010
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
- Category normalized Impact: 0.186 (2014)
- CiteScore: 1.8 (2020)
- SJR: 0.354 (2014
- SNIP: 0.753 (2014
- Scopus
- ORCID
- Web of Science
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
- Category normalized Impact: 0.115 (2014)
- CiteScore: 1.8 (2020)
- SJR: 0.354 (2014
- SNIP: 0.753 (2014
- Scopus
- ORCID
- Web of Science
Redes bayesianas híbridas: una herramienta estadística en ecología y ciencias ambientales
- Rosa María Fernández Ropero
- Rafael Rumí Rodríguez
- Pedro Aguilera Aguilera
2016
- Dialnet
Redes bayesianas híbridas en dominios de alta dimensionalidad
- Antonio Fernández Álvarez
- Antonio Salmerón Cerdán
- Rafael Rumí Rodríguez
2011
- Dialnet
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
- JCR Quartile: Q2 (2009)
- CiteScore: 1.8 (2020)
- SJR: 0.302 (2009
- SNIP: 0.586 (2009
- Scopus
- ORCID
- Web of Science
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
- Category normalized Impact: 0.284 (2005)
- CiteScore: 1.8 (2020)
- SJR: 0.334 (2005
- SNIP: 0.787 (2005
- Scopus
- ORCID
- Web of Science
Modelos de redes bayesianas con variables discretas y continuas: tesis doctoral
- Rafael Rumí Rodríguez
2004
- Dialnet
Modelos de redes bayesianas con variables discretas y continuas Rafael Rumí Rodríguez
Modelos de redes bayesianas con variables discretas y continuas
- Rafael Rumí Rodríguez
- Antonio Salmerón Cerdán
- Serafín Moral Callejón
2003
- Dialnet
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
- Category normalized Impact: 0.176 (2005)
- CiteScore: 1.8 (2020)
- SJR: 0.334 (2005
- SNIP: 0.787 (2005
- Scopus
- ORCID
- Web of Science
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
- 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
- SJR Categories: Statistics and Probability
- Scopus
- ORCID
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.
- Rumí R.
- Salmerón A.
Proceedings of the 4th European Workshop on Probabilistic Graphical Models, PGM 2008 - 1/12/2008
- CiteScore: 5.3 (2019)
- SJR: 1.16 (2008
- SNIP: 1.858 (2008
- SJR Categories: Statistics and Probability
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
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
- SJR Categories: Artificial Intelligence; Computer Science Applications; Control and Systems Engineering; Signal Processing
- Scopus
- ORCID
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
- SJR Categories: Environmental Engineering; Software
- Scopus
- ORCID
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
Parameter estimation in mixtures of truncated exponentials
- Langseth H.
- Nielsen T.
- Rumí R.
- Salmerón A.
Proceedings of the Fourth European Workshop on Probabilistic Graphical Models - 1/12/2008
- 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
- SJR Categories: Fuel Technology; Geochemistry and Petrology
- Scopus
- ORCID
This author has no patents.
This author has no reports or other types of publications.
h index
Scopus: 15
Web of Science: 15
i10 index
Scopus: 20
Web of Science: 19
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 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