Rumí Rodríguez, Rafael Author
Modelling relationships between socioeconomy, landscape and water flows in Mediterranean agroecosystems: a case study in Adra catchment (Spain) using Bayesian networks
- Ropero R.
- Rumí R.
- Aguilera P.
ENVIRONMENTAL AND ECOLOGICAL STATISTICS - 15/3/2019
- SJR Quartile: Q3
- JCR Impact Factor: 0.981 (2023)
- Category normalized Impact: 0.212 (2019)
- CiteScore: 5.3 (2024)
- SJR: 0.286 (2019
- SNIP: 0.607 (2019
- JCR 5-year Impact Factor: 0.909
- JCR Categories: MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
- SJR Categories: Environmental Science (miscellaneous) (Q3); Statistics, Probability and Uncertainty (Q3); Statistics and Probability (Q4)
- ORCID
- Scopus
- OAI-PMH
- Web of Science
Bayesian networks: A probabilistic tool for species distribution models
- Rafaela Marfil Pérez
- J. A. de la Peña
- Carlos F. Dorronsoro Fernández
- Albert Permanyer
- Carlos Rossi Nieto
- Ramón Salas Roig
Ecosistemas - 1/1/2014
- CiteScore: 2 (2024)
- SNIP: 0.172 (2014
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: 5.6 (2024)
- SJR: 1.082 (2015
- SNIP: 1.124 (2015
- JCR 5-year Impact Factor: 2.594
- JCR Categories: ECOLOGY
- SJR Categories: Ecological Modeling (Q2)
- ORCID
- Scopus
- OAI-PMH
- 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
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: 8.2 (2024)
- SJR: 1.14 (2016
- SNIP: 2.326 (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)
- ORCID
- Scopus
- Dialnet
- 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: 8.9 (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
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
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: 6.7 (2024)
- SJR: 0.654 (2021
- SNIP: 1.294 (2021
- ORCID
- OAI-PMH
- Scopus
- Web of Science
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: 2.4 (2024)
- SJR: 0.334 (2005
- SNIP: 0.809 (2005
- ORCID
- Scopus
- Web of Science
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
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
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
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: 0.7 (2024)
- SJR: 0.275 (2013
- SNIP: 0.512 (2013
- SJR Categories: Artificial Intelligence (Q3)
- ORCID
- Scopus
- 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: 2.4 (2024)
- SJR: 0.302 (2009
- SNIP: 0.691 (2009
- ORCID
- Scopus
- 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: 2.4 (2024)
- SJR: 0.302 (2009
- SNIP: 0.691 (2009
- ORCID
- Scopus
- 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
Approximating the distribution of a sum of log-normal random variables
- Cobb B.
- Rumí R.
- Salmerón A.
Proceedings of the 6th European Workshop on Probabilistic Graphical Models Pgm 2012 - 1/12/2012
- SJR Categories: Statistics and Probability
- ORCID
- Scopus
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
Author profiles
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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