Rumí Rodríguez, Rafael Author
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: 0.348 (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
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 - 1/4/2021
- JCR Quartile: Q1 (2021)
- JCR Impact Factor: 3.949 (2023)
- Category normalized Impact: 0.255 (2021)
- CiteScore: 5.2 (2022)
- SJR: 0.654 (2021
- SNIP: 1.291 (2021
- Scopus
- ORCID
- OAI-PMH
- Web of Science
A review of inference algorithms for hybrid Bayesian networks
- Salmerón A.
- Rumí R.
- Langseth H.
- Nielsen T.
- Madsen A.
JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH - 1/8/2018
- JCR Quartile: Q3 (2018)
- SJR Quartile: Q1
- JCR Impact Factor: 1.82 (2022)
- Category normalized Impact: 0.256 (2018)
- CiteScore: 3.23 (2018)
- SJR: 0.754 (2018
- SNIP: 2.084 (2018
- JCR 5-year Impact Factor: 2.448
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Artificial Intelligence (Q1)
- Scopus
- ORCID
- 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
Approximate probability propagation with mixtures of truncated exponentials
- Rumí, R.
- Salmerón, A.
International Journal of Approximate Reasoning - 1/7/2007
- JCR Quartile: Q2 (2007)
- SJR Quartile: Q1
- JCR Impact Factor: 1.22 (2022)
- Category normalized Impact: 0.971 (2007)
- CiteScore: 7.1 (2020)
- SJR: 0.983 (2007
- SNIP: 1.968 (2007
- SJR Categories: Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1); Applied Mathematics (Q2)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Applications of hybrid dynamic Bayesian networks to water reservoir management
- Ropero R.
- Flores M.
- Rumí R.
- Aguilera P.
ENVIRONMETRICS - 1/2/2017
- JCR Quartile: Q2 (2017)
- SJR Quartile: Q2
- JCR Impact Factor: 1.321 (2022)
- Category normalized Impact: 0.508 (2017)
- CiteScore: 3.3 (2022)
- SJR: 1.014 (2017
- SNIP: 0.896 (2017
- JCR 5-year Impact Factor: 1.699
- JCR Categories: ENVIRONMENTAL SCIENCES
- SJR Categories: Ecological Modeling (Q2); Statistics and Probability (Q2)
- Scopus
- ORCID
- 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: 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
An Empirical Analysis of the Impact of Continuous Assessment on the Final Exam Mark
- María Morales
- Antonio Salmerón
- Ana D. Maldonado
- Andrés R. Masegosa
- Rafael Rumí
Mathematics - 27/10/2022
- JCR Quartile: Q1 (2022)
- JCR Impact Factor: 2.4 (2023)
- Category normalized Impact: 1.183 (2022)
- CiteScore: 2.9 (2021)
- SJR: 0.538 (2021
- SNIP: 1.162 (2021
- JCR 5-year Impact Factor: 2.3
- JCR Categories: MATHEMATICS
- 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 - 1/9/2015
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
Accurate lead time demand modeling and optimal inventory policies in continuous review systems
- Cobb B.
- Johnson A.
- Rumí R.
- Salmerón A.
International Journal of Production Economics - 1/1/2015
- JCR Quartile: Q1 (2015)
- SJR Quartile: Q1
- JCR Impact Factor: 2.782 (2022)
- Category normalized Impact: 0.316 (2015)
- CiteScore: 12.2 (2020)
- SJR: 2.473 (2015
- SNIP: 2.31 (2015
- JCR 5-year Impact Factor: 3.548
- JCR Categories: OPERATIONS RESEARCH & MANAGEMENT SCIENCE
- SJR Categories: Business, Management and Accounting (miscellaneous) (Q1); Economics and Econometrics (Q1); Industrial and Manufacturing Engineering (Q1); Management Science and Operations Research (Q1)
- Scopus
- ORCID
- Web of Science
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
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
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
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
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: 2.2 (2022)
- SJR: 0.354 (2014
- SNIP: 0.755 (2014
- Scopus
- ORCID
- Web of Science
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 4th European Workshop on Probabilistic Graphical Models, PGM 2008 - 1/12/2008
- SJR Categories: Statistics and Probability
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: 21
Web of Science: 19
Research groups
-
Análisis de datos
Role: Miembro
Author profiles
-
ORCID
-
Web of Science ResearcherID
-
Scopus Author ID
-
Dialnet id
-
Google Scholar Id
Other identifiers
-
URI Datos BNE
Research projects at UAL
-
Acronym P20_00091Since: October 5, 2021Until: December 31, 2022Funded by: JUNTAFunding / grant amount: 31,950.00 EURRole: Investigador
-
Acronym 102C2000004Since: September 7, 2021Until: June 30, 2023Funded by: Proyectos de Creación de Unidades de InnovaciónFunding / grant amount: 156,824.58 EUR
-
Acronym PID2019-106758GB-C32Since: June 1, 2020Until: May 31, 2023Funded by: MECFunding / grant amount: 80,828.00 EURPrincipal Investigator (PI)Role: Investigador principal
-
Acronym UAL18-TIC-A011-B-ESince: February 1, 2020Until: January 31, 2022Funded by: Universidad de AlmeríaFunding / grant amount: 80,000.00 EURRole: Investigador
-
Acronym 001510Since: January 1, 2020Until: June 30, 2021Funded by: Consejería de Economía, Conocimiento, Empresas y UniversidadFunding / grant amount: 49,900.00 EURRole: Investigador
-
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
-
Acronym P12-TIC-2541Since: January 30, 2014Until: January 29, 2016Funded by: JUNTAFunding / grant amount: 7,920.00 EURPrincipal Investigator (PI)Role: Responsable
-
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
-
Acronym AMIDSTSince: January 1, 2014Until: December 31, 2016Funded by: NaNFunding / grant amount: 323,490.00 EURRole: Investigador
-
Acronym P11-TIC-07821Since: April 30, 2013Until: April 30, 2015Funded by: JUNTAFunding / grant amount: 19,665.00 EURRole: Investigador
-
Acronym TIN2010-20900-C04-02Since: January 1, 2011Until: December 31, 2013Funded by: MECFunding / grant amount: 64,493.00 EURRole: Investigador
-
Acronym P08-RNM-03945Since: January 14, 2009Until: July 13, 2012Funded by: JUNTAFunding / grant amount: 138,810.22 EURRole: Investigador
-
Acronym TIN2007-67418-C03-02Since: October 1, 2007Until: March 31, 2011Funded by: MECFunding / grant amount: 150,040.00 EURRole: Investigador
-
Acronym DEP2005-00231-C03-02Since: February 1, 2006Until: December 31, 2008Funded by: MECFunding / grant amount: 119,595.00 EURRole: Investigador
-
Acronym TIN2004-06204-C03-01Since: December 13, 2004Until: December 12, 2007Funded by: MECFunding / grant amount: 113,620.00 EURRole: Investigador
-
Acronym TIC2001-2973-C05-02Since: December 28, 2001Until: June 28, 2005Funded by: MECFunding / grant amount: 93,301.12 EURRole: Investigador
-
Acronym CR-UAL-0107Since: June 6, 2001Until: June 5, 2003Funded by: Universidad de AlmeríaFunding / grant amount: 8,079.71 EURRole: Investigador