Masegosa Arredondo, Andrés Ramón Author
Scalable importance sampling estimation of Gaussian mixture posteriors in Bayesian networks
- Ramos-López D.
- Masegosa A.
- Salmerón A.
- Rumí R.
- Langseth H.
- Nielsen T.
- Madsen A.
International Journal of Approximate Reasoning - 1/09/2018
- JCR Quartile: Q3 (2018)
- SJR Quartile: Q2
- JCR Impact Factor: 1.982 (2022)
- Category normalized Impact: 0.402 (2018)
- CiteScore: 7.1 (2020)
- SJR: 0.606 (2018
- SNIP: 1.453 (2018
- JCR 5-year Impact Factor: 2.2
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Applied Mathematics (Q2); Artificial Intelligence (Q2); Software (Q2); Theoretical Computer Science (Q2)
- Scopus
- ORCID
- Web of Science
¿Pueden las matemáticas leer un libro?
- Andrés Ramón Masegosa Arredondo
Boletín de la Titulación de Matemáticas de la UAL - 2017
- Dialnet
Scaling up Bayesian variational inference using distributed computing clusters
- Masegosa A.
- Martinez A.
- Langseth H.
- Nielsen T.
- Salmerón A.
- Ramos-López D.
- Madsen A.
International Journal of Approximate Reasoning - 1/09/2017
- JCR Quartile: Q2 (2017)
- SJR Quartile: Q1
- JCR Impact Factor: 1.766 (2022)
- Category normalized Impact: 0.343 (2017)
- CiteScore: 7.1 (2020)
- SJR: 0.866 (2017
- SNIP: 1.746 (2017
- JCR 5-year Impact Factor: 2.504
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1); Applied Mathematics (Q2)
- Scopus
- ORCID
- Web of Science
MAP inference in dynamic hybrid Bayesian networks
- Ramos-López D.
- Masegosa A.
- Martínez A.
- Salmerón A.
- Nielsen T.
- Langseth H.
- Madsen A.
Progress in Artificial Intelligence - 27/06/2017
- Category normalized Impact: 0.228 (2017)
- CiteScore: 3.4 (2020)
- SNIP: 0.943 (2017
- SJR Categories: Artificial Intelligence
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Probabilistic Graphical Models on Multi-Core CPUs Using Java 8
- Masegosa A.
- Martinez A.
- Borchani H.
IEEE Computational Intelligence Magazine - 1/5/2016
- SJR Quartile: Q1
- JCR Impact Factor: 6.343 (2016)
- CiteScore: 16.5 (2020)
- SJR: 1.172 (2016
- SNIP: 3.207 (2016
- JCR 5-year Impact Factor: 4.337
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Artificial Intelligence (Q1); Theoretical Computer Science (Q1)
Learning from incomplete data in Bayesian networks with qualitative influences
- Masegosa A.
- Feelders A.
- Van Der Gaag L.
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 1/2/2016
- SJR Quartile: Q1
- JCR Impact Factor: 2.845 (2016)
- CiteScore: 7.1 (2020)
- SJR: 1.275 (2016
- SNIP: 1.852 (2016
- JCR 5-year Impact Factor: 2.948
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Applied Mathematics (Q1); Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1)
Discretization of expression quantitative trait loci in association analysis between genotypes and expression data
- Masegosa A.
- Armañanzas R.
- Abad-Grau M.
- Potenciano V.
- Moral S.
- Larrañaga P.
- Bielza C.
- Matesanz F.
Current Bioinformatics - 1/6/2015
10.2174/157489361002150518123918
- SJR Quartile: Q3
- JCR Impact Factor: 0.77 (2015)
- CiteScore: 2.7 (2020)
- SJR: 0.318 (2015
- SNIP: 0.389 (2015
- JCR 5-year Impact Factor: 0.93
- JCR Categories: BIOCHEMICAL RESEARCH METHODS
- SJR Categories: Computational Mathematics (Q3); Biochemistry (Q4); Genetics (Q4); Molecular Biology (Q4)
Classification with decision trees from a nonparametric predictive inference perspective
- Abellán J.
- Baker R.
- Coolen F.
- Crossman R.
- Masegosa A.
COMPUTATIONAL STATISTICS and DATA ANALYSIS - 1/1/2014
- SJR Quartile: Q1
- JCR Impact Factor: 1.4 (2014)
- CiteScore: 2.7 (2020)
- SJR: 1.417 (2014
- SNIP: 1.514 (2014
- JCR 5-year Impact Factor: 1.51
- JCR Categories: STATISTICS & PROBABILITY
- SJR Categories: Applied Mathematics (Q1); Computational Mathematics (Q1); Computational Theory and Mathematics (Q1); Statistics and Probability (Q1)
Imprecise probability models for learning multinomial distributions from data. Applications to learning credal networks
- Masegosa A.
- Moral S.
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 1/1/2014
- SJR Quartile: Q1
- JCR Impact Factor: 2.451 (2014)
- CiteScore: 7.1 (2020)
- SJR: 1.46 (2014
- SNIP: 2.845 (2014
- JCR 5-year Impact Factor: 2.51
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Applied Mathematics (Q1); Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1)
An interactive approach for Bayesian network learning using domain/expert knowledge
- Masegosa A.
- Moral S.
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 1/10/2013
- SJR Quartile: Q1
- JCR Impact Factor: 1.977 (2013)
- CiteScore: 7.1 (2020)
- SJR: 1.145 (2013
- SNIP: 2.189 (2013
- JCR 5-year Impact Factor: 2.072
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Applied Mathematics (Q1); Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1)
Un test de dos muestras multinomiales basado en modelos bayesianos jerárquicos
- Andrés Ramón Masegosa Arredondo
- Antonio Torres
- Antonio Salmerón
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018) 23-26 de octubre de 2018 Granada, España - 2018
- Dialnet
Virtual subconcept drift detection in discrete data using probabilistic graphical models
- Cabañas R.
- Cano A.
- Gómez-Olmedo M.
- Masegosa A.
- Moral S.
Communications in Computer and Information Science - 1/1/2018
- SJR Quartile: Q3
- Category normalized Impact: 0.39 (2018)
- CiteScore: 0.8 (2020)
- SJR: 0.168 (2018
- SNIP: 0.397 (2018
- SJR Categories: Computer Science (miscellaneous) (Q3); Mathematics (miscellaneous) (Q4)
- Dialnet
- Scopus
- ORCID
- Web of Science
Classification
- Corani G.
- Abellán J.
- Masegosa A.
- Moral S.
- Zaffalon M.
Introduction to Imprecise Probabilities - 29/8/2014
Learning under model misspecification: Applications to variational and ensemble methods
- Masegosa A.R.
Advances in Neural Information Processing Systems - 1/1/2020
Second order PAC-Bayesian bounds for the weighted majority vote
- Masegosa A.R.
- Lorenzen S.S.
- Igel C.
- Seldin Y.
Advances in Neural Information Processing Systems - 1/1/2020
Variational Robust Subspace Clustering with Mean Update Algorithm
- Dogadov S.
- Masegosa A.
- Nakajima S.
Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017 - 1/7/2017
Bayesian models of data streams with Hierarchical Power Priors
- Masegosa A.
- Nielsen T.
- Langseth H.
- Ramos-López D.
- Salmerón A.
- Madsen A.
Proceedings of the 34th International Conference on Machine Learning - 1/1/2017
- Scopus
- ORCID
Financial Data Analysis with PGMs Using AMIDST
- Cabanas R.
- Martinez A.
- Masegosa A.
- Ramos-Lopez D.
- Sameron A.
- Nielsen T.
- Langseth H.
- Madsen A.
IEEE International Conference on Data Mining Workshops, ICDMW - 30/01/2017
- Category normalized Impact: 0.586 (2017)
- SJR Categories: Computer Science Applications; Software
- Scopus
- ORCID
- Web of Science
Parallel Filter-Based Feature Selection Based on Balanced Incomplete Block Designs
- Salmerón A.
- Madsen A.
- Jensen F.
- Langseth H.
- Nielsen T.
- Ramos-López D.
- Martínez A.
- Masegosa A.
ECAI 2016 - 1/1/2016
- SJR Quartile: Q3
- CiteScore: 0.6 (2020)
- SJR: 0.202 (2016
- SNIP: 0.451 (2016
- SJR Categories: Artificial Intelligence (Q3)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
d-VMP: Distributed Variational Message Passing
- Andres Masegosa
- Ana M. Martinez
- Helge Langseth
- Thomas Dyhre Nielsen
- Antonio Salmerón
- Darío Ramos-López
- Anders Læsø Madsen
JMLR Workshop and Conference Proceedings - 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
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
Dynamic Bayesian modeling for risk prediction in credit operations
- Borchani H.
- Martínez A.
- Masegosa A.
- Langseth H.
- Nielsen T.
- Salmerón A.
- Fernández A.
- Madsen A.
- Sáez R.
The 13th Scandinavian Conference on Artificial Intelligence (SCAI'2015) - 1/1/2015
- SJR Quartile: Q3
- Category normalized Impact: 0.286 (2015)
- CiteScore: 0.6 (2020)
- SJR: 0.238 (2015
- SNIP: 0.429 (2015
- SJR Categories: Artificial Intelligence (Q3)
- Scopus
- ORCID
- Web of Science
Modeling concept drift: A probabilistic graphical model based approach
- Borchani H.
- Martínez A.
- Masegosa A.
- Langseth H.
- Nielsen T.
- Salmerón A.
- Fernández A.
- Madsen A.
- Sáez R.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2015
- JCR Impact Factor: 15.491 (2022)
- Category normalized Impact: 1.609 (2015)
- CiteScore: 1.8 (2020)
- SJR: 0.369 (2015
- SNIP: 0.708 (2015
- Scopus
- ORCID
- OAI-PMH
- Web of Science
This author has no patents.
Rejoinder on "imprecise probability models for learning multinomial distributions from data. Applications to learning credal networks"
- Masegosa A.
- Moral S.
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 1/1/2014
- SJR Quartile: Q1
- JCR Impact Factor: 2.451 (2014)
- CiteScore: 7.1 (2020)
- SJR: 1.46 (2014
- SNIP: 2.845 (2014
- JCR 5-year Impact Factor: 2.51
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Applied Mathematics (Q1); Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1)
Contact info
Department: Matemáticas
Email: andresmasegosa@ual.es
h index
Scopus: 12
Web of Science: 10
i10 index
Scopus: 16
Web of Science: 11
Research groups
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Análisis de datos
Role: Miembro
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Research projects at UAL
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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 UAL2020-FQM-B1961Since: January 1, 2021Until: December 31, 2022Funded by: Universidad de AlmeríaFunding / grant amount: 30,000.00 EURRole: Investigador
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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 2
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Acronym TIN2015-74368-JINSince: January 1, 2017Until: December 31, 2019Funded by: Ministerio de Economía, Industria y CompetitividadFunding / grant amount: 199,892.00 EURPrincipal Investigator (PI)Role: Investigador principal