Masegosa Arredondo, Andrés Ramón Autor
Varying parameter in classification based on imprecise probabilities
- Abellán J.
- Moral S.
- Gómez M.
- Masegosa A.
Advances in Soft Computing - 1/12/2006
- Cuartil SJR: Q3
- SJR: 0,132 (2006)
- Categorías SJR: Computer Science (miscellaneous) (Q3); Computational Mechanics (Q4); Computer Science Applications (Q4)
Requirements for total uncertainty measures in Dempster-Shafer theory of evidence
- Abellan J.
- Masegosa A.
International Journal of General Systems - 1/12/2008
- Cuartil SJR: Q2
- CiteScore: 3,4 (2020)
- SJR: 0,57 (2008)
- SNIP: 0,824 (2008)
- Categorías SJR: Computer Science Applications (Q2); Control and Systems Engineering (Q2); Information Systems (Q2); Modeling and Simulation (Q2); Theoretical Computer Science (Q3)
A filter-wrapper method to select variables for the naive bayes classifier based on credal decision trees
- Abellán J.
- Masegosa A.
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS - 1/12/2009
- Cuartil SJR: Q2
- Factor Impacto JCR: 1,147 (2009)
- CiteScore: 2,5 (2020)
- SJR: 0,58 (2009)
- SNIP: 0,981 (2009)
- Impacto JCR a 5 años: 1,179
- Categorías JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- Categorías SJR: Artificial Intelligence (Q2); Control and Systems Engineering (Q2); Information Systems (Q2); Software (Q2)
An ensemble method using credal decision trees
- Abellán J.
- Masegosa A.
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH - 16/8/2010
- Cuartil SJR: Q1
- Factor Impacto JCR: 2,159 (2010)
- CiteScore: 9,5 (2020)
- SJR: 2,383 (2010)
- SNIP: 2,457 (2010)
- Impacto JCR a 5 años: 2,513
- Categorías JCR: OPERATIONS RESEARCH & MANAGEMENT SCIENCE
- Categorías SJR: Information Systems and Management (Q1); Management Science and Operations Research (Q1); Modeling and Simulation (Q1)
A method for integrating expert knowledge when learning bayesian networks from data
- Cano A.
- Masegosa A.
- Moral S.
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS - 1/10/2011
- Cuartil SJR: Q1
- Factor Impacto JCR: 3,08 (2011)
- SJR: 2,055 (2011)
- SNIP: 3,14 (2011)
- Impacto JCR a 5 años: 3,337
- Categorías JCR: AUTOMATION & CONTROL SYSTEMS
- Categorías SJR: Computer Science Applications (Q1); Control and Systems Engineering (Q1); Electrical and Electronic Engineering (Q1); Human-Computer Interaction (Q1); Information Systems (Q1); Medicine (miscellaneous) (Q1); Software (Q1)
A memory efficient semi-Naive Bayes classifier with grouping of cases
- Abellán J.
- Cano A.
- Masegosa A.
- Moral S.
Intelligent Data Analysis - 6/6/2011
- Cuartil SJR: Q3
- Factor Impacto JCR: 0,448 (2011)
- CiteScore: 1,7 (2020)
- SJR: 0,219 (2011)
- SNIP: 0,746 (2011)
- Impacto JCR a 5 años: 0,582
- Categorías JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- Categorías SJR: Computer Vision and Pattern Recognition (Q3); Artificial Intelligence (Q4); Theoretical Computer Science (Q4)
Imprecise classification with credal decision trees
- AbellÁn J.
- Masegosa A.
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS - 1/10/2012
- Cuartil SJR: Q2
- Factor Impacto JCR: 0,886 (2012)
- CiteScore: 2,5 (2020)
- SJR: 0,742 (2012)
- SNIP: 1,113 (2012)
- Impacto JCR a 5 años: 1,386
- Categorías JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- Categorías SJR: Artificial Intelligence (Q2); Control and Systems Engineering (Q2); Information Systems (Q2); Software (Q2)
A Bayesian stochastic search method for discovering Markov boundaries
- Masegosa A.
- Moral S.
KNOWLEDGE-BASED SYSTEMS - 1/11/2012
- Cuartil SJR: Q1
- Factor Impacto JCR: 4,104 (2012)
- CiteScore: 11,3 (2020)
- SJR: 1,746 (2012)
- SNIP: 3,027 (2012)
- Impacto JCR a 5 años: 3,371
- Categorías JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- Categorías SJR: Artificial Intelligence (Q1); Information Systems and Management (Q1); Management Information Systems (Q1); Software (Q1)
Bagging schemes on the presence of class noise in classification
- Abellán J.
- Masegosa A.
EXPERT SYSTEMS WITH APPLICATIONS - 15/6/2012
- Cuartil SJR: Q1
- Factor Impacto JCR: 1,854 (2012)
- CiteScore: 12,7 (2020)
- SJR: 1,148 (2012)
- SNIP: 2,407 (2012)
- Impacto JCR a 5 años: 2,339
- Categorías JCR: OPERATIONS RESEARCH & MANAGEMENT SCIENCE
- Categorías SJR: Artificial Intelligence (Q1); Computer Science Applications (Q1); Engineering (miscellaneous) (Q1)
New skeleton-based approaches for Bayesian structure learning of Bayesian networks
- Masegosa A.
- Moral S.
APPLIED SOFT COMPUTING - 1/1/2013
- Cuartil SJR: Q1
- Factor Impacto JCR: 2,679 (2013)
- CiteScore: 11,2 (2020)
- SJR: 1,503 (2013)
- SNIP: 2,65 (2013)
- Impacto JCR a 5 años: 2,97
- Categorías JCR: COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
- Categorías SJR: Software (Q1)
Models of supervised classification. Applications to genomics and information retrieval
- Andrés Ramón Masegosa Arredondo
- Serafín Moral Callejón
- Andrés Cano Utrera
2009
- Dialnet
Classification
- Corani G.
- Abellán J.
- Masegosa A.
- Moral S.
- Zaffalon M.
Introduction to Imprecise Probabilities - 29/8/2014
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
Methods to determine the branching attribute in Bayesian multinets classifiers
- Cano A.
- Castellano J.
- Masegosa A.
- Moral S.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2005
- CiteScore: 1,8 (2020)
- SJR: 0,334 (2005)
- SNIP: 0,787 (2005)
Selective gaussian naïve bayes model for Diffuse Large-B-Cell Lymphoma classification: Some improvements in preprocessing and variable elimination
- Cano A.
- Castellano J.
- Masegosa A.
- Moral S.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2005
- CiteScore: 1,8 (2020)
- SJR: 0,334 (2005)
- SNIP: 0,787 (2005)
A semi-naive bayes classifier with grouping of cases
- Abellán J.
- Cano A.
- Masegosa A.
- Moral S.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2007
- CiteScore: 1,8 (2020)
- SJR: 0,293 (2007)
- SNIP: 0,522 (2007)
Combining decision trees based on imprecise probabilities and uncertainty measures
- Abellán J.
- Masegosa A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2007
- CiteScore: 1,8 (2020)
- SJR: 0,293 (2007)
- SNIP: 0,522 (2007)
Split criterions for variable selection using decision trees
- Abellán J.
- Masegosa A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2007
- CiteScore: 1,8 (2020)
- SJR: 0,293 (2007)
- SNIP: 0,522 (2007)
Effects of highly agreed documents in relevancy prediction
- Masegosa A.
- Joho H.
- Jose J.
Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR'07 - 3/12/2007
- Categorías SJR: Applied Mathematics; Information Systems; Software
Evaluating query-independent object features for relevancy prediction
- Masegosa A.
- Joho H.
- Jose J.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 20/12/2007
- CiteScore: 1,8 (2020)
- SJR: 0,293 (2007)
- SNIP: 0,522 (2007)
A Bayesian approach to estimate probabilities in classification trees
- Cano A.
- Masegosa A.
- Moral S.
Proceedings of the 4th European Workshop on Probabilistic Graphical Models, PGM 2008 - 1/12/2008
- Categorías SJR: Statistics and Probability
A Bayesian random split to build ensembles of classification trees
- Cano A.
- Masegosa A.
- Moral S.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 27/8/2009
- CiteScore: 1,8 (2020)
- SJR: 0,302 (2009)
- SNIP: 0,586 (2009)
An experimental study about simple decision trees for bagging ensemble on datasets with classification noise
- Abellán J.
- Masegosa A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 27/8/2009
- CiteScore: 1,8 (2020)
- SJR: 0,302 (2009)
- SNIP: 0,586 (2009)
Este autor no tiene patentes.
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
- Cuartil SJR: Q1
- Factor Impacto JCR: 2,451 (2014)
- CiteScore: 7,1 (2020)
- SJR: 1,46 (2014)
- SNIP: 2,845 (2014)
- Impacto JCR a 5 años: 2,51
- Categorías JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- Categorías SJR: Applied Mathematics (Q1); Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1)
Información de contacto
Departamento: Matemáticas
Correo electrónico: andresmasegosa@ual.es
Índice h
Scopus: 12
Web of Science: 10
Índice i10
Scopus: 16
Web of Science: 11
Grupos de investigación
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Análisis de datos
Rol: Miembro
Perfiles de autor
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Otros identificadores
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URI Datos BNE
Proyectos de investigación en la UAL
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Acrónimo P20_00091Desde: 5 de octubre de 2021Hasta: 31 de diciembre de 2022Financiado por: JUNTAImporte de financiación: 31.950,00 EURRol: Investigador
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Acrónimo UAL2020-FQM-B1961Desde: 1 de enero de 2021Hasta: 31 de diciembre de 2022Financiado por: Universidad de AlmeríaImporte de financiación: 30.000,00 EURRol: Investigador
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Acrónimo PID2019-106758GB-C32Desde: 1 de junio de 2020Hasta: 31 de mayo de 2023Financiado por: MECImporte de financiación: 80.828,00 EURInvestigador Principal (IP)Rol: Investigador principal 2
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Acrónimo TIN2015-74368-JINDesde: 1 de enero de 2017Hasta: 31 de diciembre de 2019Financiado por: Ministerio de Economía, Industria y CompetitividadImporte de financiación: 199.892,00 EURInvestigador Principal (IP)Rol: Investigador principal