Hierarchical Bayesian nonparametric mixture models for clustering with variable relevance determination

Christopher Yau; Chris Holmes

doi:10.1214/11-ba612

Hierarchical Bayesian nonparametric mixture models for clustering with variable relevance determination

Bayesian Analysis ◽

10.1214/11-ba612 ◽

2011 ◽

Vol 6 (2) ◽

pp. 329-351 ◽

Cited By ~ 18

Author(s):

Christopher Yau ◽

Chris Holmes

Keyword(s):

Mixture Models ◽

Hierarchical Bayesian ◽

Bayesian Nonparametric ◽

Nonparametric Mixture

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Fast Search and Estimation of Bayesian Nonparametric Mixture Models Using a Classification Annealing EM Algorithm

SSRN Electronic Journal ◽

10.2139/ssrn.3403311 ◽

2019 ◽

Author(s):

George Karabatsos

Keyword(s):

Em Algorithm ◽

Mixture Models ◽

Bayesian Nonparametric ◽

Fast Search ◽

Nonparametric Mixture

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Fast Search and Estimation of Bayesian Nonparametric Mixture Models Using a Classification Annealing EM Algorithm

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2020.1807995 ◽

2020 ◽

pp. 1-12

Author(s):

George Karabatsos

Keyword(s):

Em Algorithm ◽

Mixture Models ◽

Bayesian Nonparametric ◽

Fast Search ◽

Nonparametric Mixture

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Bayesian Nonparametric Mixture Models

Handbook of Mixture Analysis ◽

10.1201/9780429055911-6 ◽

2019 ◽

pp. 97-116

Author(s):

Peter Müller

Keyword(s):

Mixture Models ◽

Bayesian Nonparametric ◽

Nonparametric Mixture

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A Bayesian Nonparametric Mixture Measurement Error Model With Application to Spatial Density Estimation Using Mobile Positioning Data With Multi-Accuracy and Multi-Coverage

Technometrics ◽

10.1080/00401706.2019.1617194 ◽

2019 ◽

Vol 62 (2) ◽

pp. 173-183

Author(s):

Youngmin Lee ◽

Taewon Jeong ◽

Heeyoung Kim

Keyword(s):

Measurement Error ◽

Density Estimation ◽

Error Model ◽

Spatial Density ◽

Bayesian Nonparametric ◽

Measurement Error Model ◽

Mobile Positioning ◽

Nonparametric Mixture

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An empirical classification procedure for nonparametric mixture models

Journal of the Korean Statistical Society ◽

10.1007/s42952-019-00043-7 ◽

2020 ◽

Vol 49 (3) ◽

pp. 924-952 ◽

Cited By ~ 1

Author(s):

Qiang Zhao ◽

Rohana J. Karunamuni ◽

Jingjing Wu

Keyword(s):

Mixture Models ◽

Classification Procedure ◽

Nonparametric Mixture

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Hierarchical Bayesian nonparametric models for knowledge discovery from electronic medical records

Knowledge-Based Systems ◽

10.1016/j.knosys.2016.02.005 ◽

2016 ◽

Vol 99 ◽

pp. 168-182 ◽

Cited By ~ 10

Author(s):

Cheng Li ◽

Santu Rana ◽

Dinh Phung ◽

Svetha Venkatesh

Keyword(s):

Knowledge Discovery ◽

Electronic Medical Records ◽

Medical Records ◽

Hierarchical Bayesian ◽

Bayesian Nonparametric ◽

Nonparametric Models ◽

Bayesian Nonparametric Models

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Modeling and Clustering Positive Vectors via Nonparametric Mixture Models of Liouville Distributions

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2019.2938830 ◽

2020 ◽

Vol 31 (9) ◽

pp. 3193-3203 ◽

Cited By ~ 2

Author(s):

Wentao Fan ◽

Nizar Bouguila

Keyword(s):

Mixture Models ◽

Nonparametric Mixture

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Asymptotic theory for maximum likelihood in nonparametric mixture models

Computational Statistics & Data Analysis ◽

10.1016/s0167-9473(02)00188-3 ◽

2003 ◽

Vol 41 (3-4) ◽

pp. 453-464 ◽

Cited By ~ 12

Author(s):

Sara van de Geer

Keyword(s):

Maximum Likelihood ◽

Mixture Models ◽

Asymptotic Theory ◽

Nonparametric Mixture

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Unsupervised Grouped Axial Data Modeling via Hierarchical Bayesian Nonparametric Models with Watson Distributions

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2021.3128271 ◽

2021 ◽

pp. 1-1

Author(s):

Wentao Fan ◽

Lin Yang ◽

Nizar Bouguila

Keyword(s):

Data Modeling ◽

Hierarchical Bayesian ◽

Bayesian Nonparametric ◽

Nonparametric Models ◽

Bayesian Nonparametric Models

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BNPdensity: Bayesian nonparametric mixture modelling in R

Australian & New Zealand Journal of Statistics ◽

10.1111/anzs.12342 ◽

2021 ◽

Author(s):

J. Arbel ◽

G. Kon Kam King ◽

A. Lijoi ◽

L. Nieto‐Barajas ◽

I. Prünster

Keyword(s):

Bayesian Nonparametric ◽

Mixture Modelling ◽

Nonparametric Mixture

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