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Masegosa Arredondo, Andrés Ramón Autor

New skeleton-based approaches for Bayesian structure learning of Bayesian networks

  • Masegosa A.
  • Moral S.

APPLIED SOFT COMPUTING - 1/1/2013

10.1016/j.asoc.2012.09.029

Número de citas: 15 (Web of Science) 15 (Scopus)
  • 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)

Bagging schemes on the presence of class noise in classification

  • Abellán J.
  • Masegosa A.

EXPERT SYSTEMS WITH APPLICATIONS - 15/6/2012

10.1016/j.eswa.2012.01.013

Número de citas: 49 (Web of Science) 45 (Scopus)
  • 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)

A Bayesian stochastic search method for discovering Markov boundaries

  • Masegosa A.
  • Moral S.

KNOWLEDGE-BASED SYSTEMS - 1/11/2012

10.1016/j.knosys.2012.04.028

Número de citas: 10 (Web of Science) 4 (Scopus)
  • 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)

Imprecise classification with credal decision trees

  • AbellÁn J.
  • Masegosa A.

INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS - 1/10/2012

10.1142/s0218488512500353

Número de citas: 15 (Web of Science) 8 (Scopus)
  • 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 memory efficient semi-Naive Bayes classifier with grouping of cases

  • Abellán J.
  • Cano A.
  • Masegosa A.
  • Moral S.

Intelligent Data Analysis - 6/6/2011

10.3233/ida-2010-0469

Número de citas: 2 (Web of Science) 2 (Scopus)
  • 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)

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

10.1109/tsmcb.2011.2148197

Número de citas: 54 (Web of Science) 43 (Scopus)
  • 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)

An ensemble method using credal decision trees

  • Abellán J.
  • Masegosa A.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH - 16/8/2010

10.1016/j.ejor.2009.12.003

Número de citas: 38 (Web of Science) 39 (Scopus)
  • 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 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

10.1142/s0218488509006297

Número de citas: 13 (Web of Science) 13 (Scopus)
  • 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)

Requirements for total uncertainty measures in Dempster-Shafer theory of evidence

  • Abellan J.
  • Masegosa A.

International Journal of General Systems - 1/12/2008

10.1080/03081070802082486

Número de citas: 67 (Web of Science) 59 (Scopus)
  • 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)
Open Access

Varying parameter in classification based on imprecise probabilities

  • Abellán J.
  • Moral S.
  • Gómez M.
  • Masegosa A.

Advances in Soft Computing - 1/12/2006

10.1007/3-540-34777-1_28

Número de citas: 3 (Web of Science)
  • Cuartil SJR: Q3
  • SJR: 0,132 (2006)
  • Categorías SJR: Computer Science (miscellaneous) (Q3); Computational Mechanics (Q4); Computer Science Applications (Q4)

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

Número de citas:
  • 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

10.1007/978-3-319-91479-4_51

Número de citas: 3 (Web of Science) 2 (Scopus)
  • Cuartil SJR: Q3
  • Impacto Normalizado por Categoría: 0,39 (2018)
  • CiteScore: 0,8 (2020)
  • SJR: 0,168 (2018)
  • SNIP: 0,397 (2018)
  • Categorías SJR: Computer Science (miscellaneous) (Q3); Mathematics (miscellaneous) (Q4)

Classification

  • Corani G.
  • Abellán J.
  • Masegosa A.
  • Moral S.
  • Zaffalon M.

Introduction to Imprecise Probabilities - 29/8/2014

10.1002/9781118763117.ch10

Número de citas: 3 (Scopus)

Models of supervised classification. Applications to genomics and information retrieval

  • Andrés Ramón Masegosa Arredondo
  • Serafín Moral Callejón
  • Andrés Cano Utrera

2009

Número de citas:
  • Dialnet

Learning under model misspecification: Applications to variational and ensemble methods

  • Masegosa A.R.

Advances in Neural Information Processing Systems - 1/1/2020

Número de citas: 1 (Scopus)

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

Número de citas: 4 (Scopus)

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

10.1109/iccvw.2017.212

Número de citas:

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

Número de citas: 2 (Scopus)

Financial Data Analysis with PGMs Using AMIDST

  • Cabanas R.
  • Martinez A.
  • Masegosa A.
  • Ramos-Lopez D.
  • Sameron A.
  • Nielsen T.
  • Langseth H.
  • Madsen A.
... Ver más Contraer

IEEE International Conference on Data Mining Workshops, ICDMW - 30/01/2017

10.1109/icdmw.2016.0185

Número de citas: 4 (Web of Science) 4 (Scopus)
  • Impacto Normalizado por Categoría: 0,586 (2017)
  • Categorías SJR: Computer Science Applications; Software
Open Access

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.
... Ver más Contraer

ECAI 2016 - 1/1/2016

10.3233/978-1-61499-672-9-743

Número de citas:
  • Cuartil SJR: Q3
  • CiteScore: 0,6 (2020)
  • SJR: 0,202 (2016)
  • SNIP: 0,451 (2016)
  • Categorías SJR: Artificial Intelligence (Q3)
Open Access

d-VMP: Distributed Variational Message Passing

  • Andres Masegosa
  • Ana M. Martinez
  • Helge Langseth
  • Thomas Dyhre Nielsen
  • Antonio Salmerón
  • Darío Ramos-López
  • Anders Læsø Madsen
... Ver más Contraer

JMLR Workshop and Conference Proceedings - 1/1/2016

Número de citas: 8 (Scopus)
  • Factor Impacto JCR: 5 (2016)
  • CiteScore: 6,8 (2020)
  • SJR: 1,29 (2016)
  • SNIP: 2,222 (2016)
  • Impacto JCR a 5 años: 7,649
  • Categorías JCR: AUTOMATION & CONTROL SYSTEMS
Open Access

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.
... Ver más Contraer

Proceedings of the Eighth International Conference on Probabilistic Graphical Models - 1/1/2016

Número de citas:
  • Factor Impacto JCR: 5 (2016)
  • CiteScore: 6,8 (2020)
  • SJR: 1,29 (2016)
  • SNIP: 2,222 (2016)
  • Impacto JCR a 5 años: 7,649
  • Categorías JCR: AUTOMATION & CONTROL SYSTEMS

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.
... Ver más Contraer

The 13th Scandinavian Conference on Artificial Intelligence (SCAI'2015) - 1/1/2015

10.3233/978-1-61499-589-0-17

Número de citas: 4 (Web of Science) 4 (Scopus)
  • Cuartil SJR: Q3
  • Impacto Normalizado por Categoría: 0,286 (2015)
  • CiteScore: 0,6 (2020)
  • SJR: 0,238 (2015)
  • SNIP: 0,429 (2015)
  • Categorías SJR: Artificial Intelligence (Q3)
Open Access

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.
... Ver más Contraer

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2015

10.1007/978-3-319-24465-5_7

Número de citas: 13 (Web of Science) 14 (Scopus)
  • Factor Impacto JCR: 15,491 (2022)
  • Impacto Normalizado por Categoría: 1,609 (2015)
  • CiteScore: 1,8 (2020)
  • SJR: 0,369 (2015)
  • SNIP: 0,708 (2015)

Este autor no tiene patentes.

Open Access

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

10.1016/j.ijar.2014.04.017

Número de citas: 3 (Scopus)
  • 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)

Departamento: Matemáticas

Correo electrónico: andresmasegosa@ual.es

Scopus: 12

Web of Science: 10

Scopus: 16

Web of Science: 11

Última actualización de los datos: 20/04/24 9:22
Próxima recolección programada: 27/04/24 3:00