Rumí Rodríguez, Rafael Author
Módulos básicos de aprendizaje para matemáticas y estad́ısticas
- Enrique Soria Mesa
2011
- ORCID
Elaboración de fichas para el desarrollo y evaluación de competencias genéricas en Matemáticas y Estad́ıstica
2010
- ORCID
Kernel methods in Bayesian networks
6 al 10 de junio de 2005 - 2005
- ORCID
Modeling conditional distributions of continuous variables in Bayesian networks
- Cobb B.
- Rumí R.
- Salmerón A.
ADVANCES IN INTELLIGENT DATA ANALYSIS VI, PROCEEDINGS - 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
A Soft Clustering Approach to Detect Socio-Ecological Landscape Boundaries Using Bayesian Networks
- Rosa Fernández
- Ana D. Maldonado
- Laura Uusitalo
- Antonio Salmerón Cerdán
- Rafael Rumi
- Pedro Aguilera Aguilera
AGRONOMY-BASEL - 1/4/2021
- JCR Quartile: Q1 (2021)
- JCR Impact Factor: 3.949 (2023)
- Category normalized Impact: 0.33 (2021)
- CiteScore: 5.2 (2022)
- SJR: 0.654 (2021
- SNIP: 1.291 (2021
- Scopus
- ORCID
- OAI-PMH
- Web of Science
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
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: 8.2 (2020)
- SJR: 2.527 (2013
- SNIP: 2.908 (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)
- 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
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: 10.5 (2020)
- SJR: 1.539 (2012
- SNIP: 2.601 (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)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Analysis of the socioecological structure and dynamics of the territory using a hybrid Bayesian network classifier
- Ropero, R.F.
- Aguilera, P.A.
- Rumí, R.
ECOLOGICAL MODELLING - 10/9/2015
10.1016/j.ecolmodel.2015.05.008
- JCR Quartile: Q2 (2015)
- SJR Quartile: Q2
- JCR Impact Factor: 2.275 (2022)
- Category normalized Impact: 0.338 (2015)
- CiteScore: 5.9 (2022)
- SJR: 1.082 (2015
- SNIP: 1.124 (2015
- JCR 5-year Impact Factor: 2.594
- JCR Categories: ECOLOGY
- SJR Categories: Ecological Modeling (Q2)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
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
Redes bayesianas híbridas: una herramienta estadística en ecología y ciencias ambientales
- Rosa María Fernández Ropero
- Rafael Rumí Rodríguez
- Pedro Aguilera Aguilera
2016
- Dialnet
Modelos de redes bayesianas con variables discretas y continuas: tesis doctoral
- Rafael Rumí Rodríguez
2004
- Dialnet
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 Rafael Rumí Rodríguez
Estimation of Species Richness Using Bayesian Networks
- Maldonado A.
- Ropero R.
- Aguilera P.
- Rumí R.
- Salmerón A.
ADVANCES IN ARTIFICIAL INTELLIGENCE (CAEPIA 2015) - 1/1/2015
- Category normalized Impact: 0.128 (2015)
- CiteScore: 2.2 (2022)
- SJR: 0.369 (2015
- SNIP: 0.717 (2015
- Scopus
- ORCID
- Web of Science
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: 1.1 (2020)
- SJR: 0.131 (2007
- SNIP: 0.31 (2007
- SJR Categories: Computer Science (miscellaneous) (Q3); Computational Mathematics (Q4)
- Scopus
- ORCID
- Web of Science
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
- Dialnet
- ORCID
- OAI-PMH
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
Structural-EM for learning PDG models from incomplete data
- Nielsen, J.D.
- Rumí, R.
- Salmerón, A.
Fourth European Workshop on Probabilistic Graphical Models - 2008
- ORCID
- OAI-PMH
Soft Clustering Based on Hybrid Bayesian Networks in Socioecological Cartography
- Ropero, R.F.
- Aguilera, P.A.
- Rumí, R.
HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS, HAIS 2014 - 1/1/2014
- Category normalized Impact: 0.115 (2014)
- CiteScore: 2.2 (2022)
- SJR: 0.354 (2014
- SNIP: 0.755 (2014
- Scopus
- ORCID
- Web of Science
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
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
Maximum Likelihood vs. Least Squares for Estimating Mixtures of Truncated Exponentials
INFORMS annual meeting - 2007
- 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
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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URI Datos BNE
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