Rumí Rodríguez, Rafael Author
Project no.: 619209 Project full title: Analysis of Massive Data STreams
- ORCID
Flash floods in Mediterranean catchments: a meta-model decision support system based on Bayesian networks
- Rosa F. Ropero
- M. Julia Flores
- Rafael Rumí
Environmental and Ecological Statistics - 1/3/2024
- CiteScore: 5.9 (2023)
- SJR: 0.605 (2023
- SNIP: 0.867 (2023
- Scopus
- ORCID
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
Bayesian Networks for Preprocessing Water Management Data
- Rosa Fernández
- M. Julia Flores
- Rafael Rumi
Mathematics - 23/05/2022
- JCR Quartile: Q1 (2022)
- JCR Impact Factor: 2.4 (2023)
- Category normalized Impact: 0.591 (2022)
- CiteScore: 3.5 (2022)
- SJR: 0.446 (2022
- SNIP: 1.008 (2022
- JCR 5-year Impact Factor: 2.3
- JCR Categories: MATHEMATICS
- 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
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
- JCR Quartile: Q3 (2019)
- SJR Quartile: Q3
- JCR Impact Factor: 0.981 (2023)
- Category normalized Impact: 0.229 (2019)
- CiteScore: 4 (2022)
- 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)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Bayesian networks for evaluating climate change influence in olive crops in Andalusia, Spain
- Ropero R.
- Rumí R.
- Aguilera P.
NATURAL RESOURCE MODELING - 1/2/2019
- JCR Quartile: Q4 (2019)
- SJR Quartile: Q2
- JCR Impact Factor: 0.915 (2023)
- Category normalized Impact: 0.399 (2019)
- CiteScore: 2.8 (2022)
- SJR: 0.319 (2019
- SNIP: 0.841 (2019
- JCR 5-year Impact Factor: 0.818
- JCR Categories: MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
- SJR Categories: Environmental Science (miscellaneous) (Q2); Modeling and Simulation (Q3)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
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 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
Learning and inference methodologies for hybrid dynamic Bayesian networks: a case study for a water reservoir system in Andalusia, Spain
- Ropero R.
- Nicholson A.
- Aguilera P.
- Rumí R.
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT - 1/11/2018
- JCR Quartile: Q1 (2018)
- SJR Quartile: Q1
- JCR Impact Factor: 2.807 (2022)
- Category normalized Impact: 0.219 (2018)
- CiteScore: 6.5 (2022)
- SJR: 0.991 (2018
- SNIP: 1.256 (2018
- JCR 5-year Impact Factor: 2.934
- JCR Categories: ENVIRONMENTAL SCIENCES
- 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
Modelos de redes bayesianas con variables discretas y continuas Rafael Rumí Rodríguez
Redes bayesianas híbridas: una herramienta estadística en ecología y ciencias ambientales
- Rosa María Fernández Ropero
- Rafael Rumí Rodríguez
- Pedro Aguilera Aguilera
2016
- 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
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
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: 0.6 (2020)
- SJR: 0.275 (2013
- SNIP: 0.521 (2013
- SJR Categories: Artificial Intelligence (Q3)
- Scopus
- ORCID
- Web of Science
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
Maximum likelihood learning of conditional MTE distributions
- Langseth H.
- Nielsen T.
- 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)
- Category normalized Impact: 1.409 (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
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
Mixtures of Polynomials for Regression Problems
Proceedings of the International Conference on Data Mining (DMIN) - 2016
- 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
Estimation of species richness using Bayesian networks
- Maldonado A.
- Ropero R.
- Aguilera P.
- Rumí R.
- Salmerón A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 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
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
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
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: 7.1 (2020)
- SJR: 1.494 (2012
- SNIP: 2.132 (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)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Inference in hybrid Bayesian networks with mixtures of truncated basis functions
- Langseth H.
- Nielsen T.
- Rumí R.
- Salmerón A.
Proceedings of the 6th European Workshop on Probabilistic Graphical Models, PGM 2012 - 1/12/2012
- SJR Categories: Statistics and Probability
- Scopus
- ORCID
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
- 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
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
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
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Análisis de datos
Role: Miembro
Author profiles
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ORCID
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Web of Science ResearcherID
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Scopus Author ID
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Dialnet id
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Google Scholar Id
Other identifiers
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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