Andrés R. Masegosa

University of Granada

14H指数

64论文数

732被引数

收录论文 13

发表时间

AMIDST: A Java toolbox for scalable probabilistic machine learning

KNOWLEDGE-BASED SYSTEMS

IF7.6

2019-01-01

OAAI

Masegosa, Andres R.; Martinez, Ana M.; Ramos-Lopez, Dario; Cabanas, Rafael; Salmeron, Antonio; Langseth, Helge; Nielsen, Thomas D.; Madsen, Anders L.

Scalable importance sampling estimation of Gaussian mixture posteriors in Bayesian networks 贝叶斯网络中高斯混合后验的可扩展重要性采样估计

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2018-09-01

OAAI

Ramos-Lopez, Dario; Masegosa, Andres R.; Salmeron, Antonio; Rumi, Rafael; Langseth, Helge; Nielsen, Thomas D.; Madsen, Anders L.

Scaling up Bayesian variational inference using distributed computing clusters

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2017-09-01

OAAI

Masegosa, Andres R.; Martinez, Ana M.; Langseth, Helge; Nielsen, Thomas D.; Salmeron, Antonio; Ramos-Lopez, Dario; Madsen, Anders L.

Probabilistic Graphical Models on Multi-Core CPUs Using Java 8

IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE

IF11.2

2016-05-01

OAAI

Masegosa, Andres R.; Martinez, Ana M.; Borchani, Hanen

Learning from incomplete data in Bayesian networks with qualitative influences 具有定性影响的贝叶斯网络中不完整数据的学习

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2016-02-01

OAAI

Masegosa, Andres R.; Feelders, Ad J.; van der Gaag, Linda C.

Imprecise probability models for learning multinomial distributions from data. Applications to learning credal networks 从数据中学习多项式分布的不精确概率模型。在学习credal网络中的应用

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2014-10-01

OAAI

Masegosa, Andres R.; Moral, Serafin

Rejoinder on Imprecise probability models for learning multinomial distributions from data. Applications to learning credal networks

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2014-10-01

OAAI

Masegosa, Andres R.; Moral, Serafin

An interactive approach for Bayesian network learning using domain/expert knowledge

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2013-10-01

OAAI

Masegosa, Andres R.; Moral, Serafin

Locally averaged Bayesian Dirichlet metrics for learning the structure and the parameters of Bayesian networks 用于学习贝叶斯网络结构和参数的局部平均贝叶斯Dirichlet度量

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2013-06-01

OAAI

Cano, Andres; Gomez-Olmedo, Manuel; Masegosa, Andres R.; Moral, Serafin

New skeleton-based approaches for Bayesian structure learning of Bayesian networks 基于骨架的贝叶斯网络结构学习新方法

APPLIED SOFT COMPUTING

IF6.6

2013-02-01

PREAI

Masegosa, Andres R.; Moral, Serafin

A Bayesian stochastic search method for discovering Markov boundaries

KNOWLEDGE-BASED SYSTEMS

IF7.6

2012-11-01

PREAI

Masegosa, Andres R.; Moral, Serafin

Bagging schemes on the presence of class noise in classification

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2012-06-01

PREAI

Abellan, Joaquin; Masegosa, Andres R.

An ensemble method using credal decision trees 一种使用credal决策树的集成方法

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

IF6

2010-08-01

PREAI

Abellan, Joaquin; Masegosa, Andres R.

研究方向