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: 3.3 (2024)
- SJR: 1.276 (2009
- SNIP: 1.302 (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)
- ORCID
- Scopus
- OAI-PMH
- Web of Science
Elaboración de fichas para el desarrollo y evaluación de competencias genéricas en Matemáticas y Estad́ıstica
2010
- ORCID
Hybrid Bayesian network classifiers: Application to species distribution models
- Aguilera P.
- Fernández A.
- Reche F.
- Rumí R.
ENVIRONMENTAL MODELLING & SOFTWARE - 1/12/2010
- JCR Quartile: Q1 (2010)
- SJR Quartile: Q1
- JCR Impact Factor: 2.871 (2010)
- Category normalized Impact: 1.4 (2010)
- CiteScore: 9.8 (2024)
- SJR: 1.694 (2010
- SNIP: 2.25 (2010
- JCR 5-year Impact Factor: 2.9
- JCR Categories: ENVIRONMENTAL SCIENCES
- SJR Categories: Ecological Modeling (Q1); Environmental Engineering (Q1); Software (Q1)
- ORCID
- Scopus
- 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 - 1/6/2010
- JCR Quartile: Q2 (2010)
- SJR Quartile: Q1
- JCR Impact Factor: 1.684 (2010)
- Category normalized Impact: 0.66 (2010)
- CiteScore: 6.2 (2024)
- SJR: 1.329 (2010
- SNIP: 1.995 (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
- ORCID
- Scopus
- 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 - 1/6/2010
- JCR Quartile: Q2 (2010)
- SJR Quartile: Q1
- JCR Impact Factor: 1.684 (2010)
- Category normalized Impact: 0.09 (2010)
- CiteScore: 6.2 (2024)
- SJR: 1.329 (2010
- SNIP: 1.995 (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)
- Scopus
- Dialnet
- ORCID
- Web of Science
Módulos básicos de aprendizaje para matemáticas y estad́ısticas
- Enrique Soria Mesa
2011
- ORCID
Bayesian networks in environmental modelling
- Aguilera P.
- Fernández A.
- Fernández R.
- Rumí R.
- Salmerón A.
ENVIRONMENTAL MODELLING & SOFTWARE - 1/12/2011
- JCR Quartile: Q1 (2011)
- SJR Quartile: Q1
- JCR Impact Factor: 3.114 (2011)
- Category normalized Impact: 2.948 (2011)
- CiteScore: 9.8 (2024)
- SJR: 1.636 (2011
- SNIP: 2.045 (2011
- JCR 5-year Impact Factor: 3.166
- JCR Categories: ENVIRONMENTAL SCIENCES
- SJR Categories: Ecological Modeling (Q1); Environmental Engineering (Q1); Software (Q1)
- Web of Science
- ORCID
- OAI-PMH
- Scopus
Mixtures of truncated basis functions
- Langseth H.
- Nielsen T.
- Rumí R.
- Salmerón A.
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 1/2/2012
- JCR Quartile: Q2 (2012)
- SJR Quartile: Q1
- JCR Impact Factor: 1.729 (2012)
- Category normalized Impact: 1.763 (2012)
- CiteScore: 6.2 (2024)
- SJR: 1.494 (2012
- SNIP: 2.122 (2012
- JCR 5-year Impact Factor: 2.165
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Applied Mathematics (Q1); Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1)
- ORCID
- OAI-PMH
- Scopus
- Web of Science
Answering queries in hybrid Bayesian networks using importance sampling
- Fernández A.
- Rumí R.
- Salmerón A.
DECISION SUPPORT SYSTEMS - 1/6/2012
- JCR Quartile: Q1 (2012)
- SJR Quartile: Q1
- JCR Impact Factor: 2.201 (2012)
- Category normalized Impact: 0.296 (2012)
- CiteScore: 13.5 (2024)
- SJR: 1.539 (2012
- SNIP: 2.586 (2012
- JCR 5-year Impact Factor: 3.037
- JCR Categories: OPERATIONS RESEARCH & MANAGEMENT SCIENCE
- SJR Categories: Arts and Humanities (miscellaneous) (Q1); Developmental and Educational Psychology (Q1); Information Systems (Q1); Information Systems and Management (Q1); Management Information Systems (Q1)
- OAI-PMH
- Web of Science
- ORCID
- Scopus
Inventory management with log-normal demand per unit time
- Cobb B.
- Rumí R.
- Salmerón A.
COMPUTERS & OPERATIONS RESEARCH - 1/7/2013
- JCR Quartile: Q1 (2013)
- SJR Quartile: Q1
- JCR Impact Factor: 1.718 (2013)
- Category normalized Impact: 0.987 (2013)
- CiteScore: 8.9 (2024)
- SJR: 2.527 (2013
- SNIP: 2.89 (2013
- JCR 5-year Impact Factor: 2.335
- JCR Categories: OPERATIONS RESEARCH & MANAGEMENT SCIENCE
- SJR Categories: Computer Science (miscellaneous) (Q1); Management Science and Operations Research (Q1); Modeling and Simulation (Q1)
- ORCID
- Scopus
- Web of Science
Modelos de redes bayesianas con variables discretas y continuas
- Rafael Rumí Rodríguez
- Antonio Salmerón Cerdán
- Serafín Moral Callejón
2003
- Dialnet
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
Redes bayesianas híbridas: una herramienta estadística en ecología y ciencias ambientales
- Rosa María Fernández Ropero
- Rafael Rumí Rodríguez
- Pedro Aguilera Aguilera
2016
- Dialnet
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
- CiteScore: 2.4 (2024)
- SJR: 0.399 (2001
- SNIP: 0.785 (2001
- ORCID
- Scopus
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
Análisis del sector agrario del poniente almeriense mediante redes bayesianas
- Céspedes, Antonio J.
- Salmerón Cerdán, Antonio
- Rumí Rodríguez, Rafael
- Soler, Francisco
Congreso Nacional de Estadística e Investigación Operativa - 2003
- ORCID
- Dialnet
- OAI-PMH
Structural learning of Bayesian networks with mixtures of truncated exponentials
Proceedings of the Second European Workshop on Probabilistic Graphical Models - 2004
- ORCID
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
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
- ORCID
- Dialnet
Bayesian network models with discrete and continuous variables
- Cobb B.
- Rumí R.
- Salmero? A.
ADVANCES IN PROBABILISTIC GRAPHICAL MODELS - 22/6/2007
- SJR Quartile: Q3
- Category normalized Impact: 5.448 (2007)
- CiteScore: 2.1 (2024)
- SJR: 0.131 (2007
- SNIP: 0.319 (2007
- SJR Categories: Computer Science (miscellaneous) (Q3); Computational Mathematics (Q4)
- Web of Science
- ORCID
- Scopus
Maximum Likelihood vs. Least Squares for Estimating Mixtures of Truncated Exponentials
INFORMS annual meeting - 2007
- ORCID
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
- SJR Categories: Statistics and Probability
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: 16
Web of Science: 15
i10 index
Scopus: 26
Web of Science: 22
Research groups
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Análisis de datos
Role: Miembro
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Research projects at UAL
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Acronym PID2022-139293NB-C31Since: September 1, 2023Until: August 31, 2026Funding / grant amount: 120,100.00 EURPrincipal Investigator (PI)Role: Investigador principal 2
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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 P20_00091Since: June 23, 2021Until: December 31, 2022Funding / grant amount: 31,950.00 EURRole: Investigador
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Acronym PID2019-106758GB-C32Since: June 1, 2020Until: May 31, 2023Funding / grant amount: 66,800.00 EURPrincipal Investigator (PI)Role: Investigador principal
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Acronym UAL18-TIC-A011-B-ESince: February 1, 2020Until: January 31, 2022Funding / 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, 2019Funding / grant amount: 143,506.00 EURPrincipal Investigator (PI)Role: Investigador principal
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Acronym P12-TIC-2541Since: January 30, 2014Until: January 29, 2016Funding / grant amount: 7,920.00 EURPrincipal Investigator (PI)Role: Investigador principal
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Acronym TIN2013-46638-C3-1-PSince: January 1, 2014Until: December 31, 2016Funding / grant amount: 69,151.50 EURRole: Investigador
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Acronym AMIDSTSince: January 1, 2014Until: December 31, 2016Funded by: FP7-CooperaciónFunding / grant amount: 323,490.00 EURRole: Partner
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Acronym P11-TIC-07821Since: April 30, 2013Until: April 30, 2015Funding / grant amount: 19,665.00 EURRole: Investigador
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Acronym TIN2010-20900-C04-02Since: January 1, 2011Until: December 31, 2013Funding / grant amount: 64,493.00 EURRole: Investigador
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Acronym P08-RNM-03945Since: January 14, 2009Until: July 13, 2012Funding / grant amount: 138,810.22 EURRole: Investigador
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Acronym TIN2007-67418-C03-02Since: October 1, 2007Until: March 31, 2011Funding / grant amount: 150,040.00 EURRole: Investigador
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Acronym DEP2005-00231-C03-02Since: February 1, 2006Until: December 31, 2008Funding / grant amount: 119,595.00 EURRole: Investigador
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Acronym TIN2004-06204-C03-01Since: December 13, 2004Until: December 12, 2007Funding / grant amount: 113,620.00 EURRole: Investigador
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Acronym TIC2001-2973-C05-02Since: December 28, 2001Until: June 28, 2005Funding / grant amount: 93,301.12 EURRole: Investigador
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Acronym CR-UAL-0107Since: June 6, 2001Until: June 5, 2003Funding / grant amount: 8,079.71 EURRole: Investigador