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Swendsen-Wang Cuts sampling for spatially constrained Dirichlet process mixture models

Author
XIANGRONG WANG1 2 ; JIEYU ZHAO1
[1] Research Institute of Computer Science and Technology, Ningbo University, Ningbo, China
[2] College of Information Engineering, Ningbo Dahongying University, Ningbo, China
Source

Graphical models. 2014, Vol 76, Num 1-6, pp 496-506, 11 p ; ref : 31 ref

CODEN
GRMOFM
ISSN
1524-0703
Scientific domain
Computer science; Telecommunications
Publisher
Elsevier, Amsterdam
Publication country
Netherlands
Document type
Article
Language
English
Author keyword
Bayesian nonparametric models Collapsed Gibbs sampling Dirichlet process Markov random fields Swendsen-Wang Cuts
Keyword (fr)
Ajustement modèle Approche probabiliste Donnée spatiale Echantillonnage Gibbs Estimation Bayes Estimation non paramétrique Inférence Loi Dirichlet Loi a posteriori Mise à jour Modèle Markov Modélisation Méthode Monte Carlo Méthode graphe Problème NP difficile Représentation spatiale Résultat expérimental Temps mélangeage Théorie graphe Théorie mélange Traitement image
Keyword (en)
Model matching Probabilistic approach Spatial data Gibbs sampling Bayes estimation Non parametric estimation Inference Dirichlet distribution Posterior distribution Updating Markov model Modeling Monte Carlo method Graph method NP hard problem Spatial representation Experimental result Mixing time Graph theory Mixture theory Image processing
Keyword (es)
Ajustamiento modelo Enfoque probabilista Dato espacial Muestreo Gibbs Estimación Bayes Estimación no paramétrica Inferencia Distribución Dirichlet Ley a posteriori Actualización Modelo Markov Modelización Método Monte Carlo Método grafo Problema NP duro Representación espacial Resultado experimental Tiempo mezcladura Teoría grafo Teoría mezcla Procesamiento imagen
Classification
Pascal
001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02G Parametric inference

Pascal
001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02A Theoretical computing / 001D02A06 Information retrieval. Graph

Pascal
001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C03 Pattern recognition. Digital image processing. Computational geometry

Discipline
Computer science : theoretical automation and systems Mathematics
Origin
Inist-CNRS
Database
PASCAL
INIST identifier
29070393

Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS

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