Dirichlet Process Mixture Models for Modeling and Generating Synthetic Versions of Nested Categorical Data

Jingchen Hu; Jerome P. Reiter; Quanli Wang

doi:10.1214/16-ba1047

Dirichlet Process Mixture Models for Modeling and Generating Synthetic Versions of Nested Categorical Data

Bayesian Analysis ◽

10.1214/16-ba1047 ◽

2018 ◽

Vol 13 (1) ◽

pp. 183-200 ◽

Cited By ~ 11

Author(s):

Jingchen Hu ◽

Jerome P. Reiter ◽

Quanli Wang

Keyword(s):

Mixture Models ◽

Categorical Data ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Dirichlet Process Mixture Models

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Dirichlet process mixture models made scalable and effective by means of massive distribution

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing - SAC '19 ◽

10.1145/3297280.3297327 ◽

2019 ◽

Cited By ~ 1

Author(s):

Khadidja Meguelati ◽

Benedicte Fontez ◽

Nadine Hilgert ◽

Florent Masseglia

Keyword(s):

Mixture Models ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Dirichlet Process Mixture Models ◽

Massive Distribution

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Dirichlet Process Mixture Models for Insurance Loss Data

SSRN Electronic Journal ◽

10.2139/ssrn.2949036 ◽

2017 ◽

Author(s):

Liang Hong ◽

Ryan Martin

Keyword(s):

Mixture Models ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Loss Data ◽

Dirichlet Process Mixture Models

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Mining Numbers in Text Using Suffix Arrays and Clustering Based on Dirichlet Process Mixture Models

Advances in Knowledge Discovery and Data Mining - Lecture Notes in Computer Science ◽

10.1007/978-3-642-13672-6_23 ◽

2010 ◽

pp. 230-237 ◽

Cited By ~ 1

Author(s):

Minoru Yoshida ◽

Issei Sato ◽

Hiroshi Nakagawa ◽

Akira Terada

Keyword(s):

Mixture Models ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Suffix Arrays ◽

Dirichlet Process Mixture Models

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Two Alternative Criteria for a Split-Merge MCMC on Dirichlet Process Mixture Models

Artificial Neural Networks and Machine Learning – ICANN 2017 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-68612-7_76 ◽

2017 ◽

pp. 672-679

Author(s):

Tikara Hosino

Keyword(s):

Mixture Models ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Dirichlet Process Mixture Models

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Fast Bayesian Inference in Dirichlet Process Mixture Models

Journal of Computational and Graphical Statistics ◽

10.1198/jcgs.2010.07081 ◽

2011 ◽

Vol 20 (1) ◽

pp. 196-216 ◽

Cited By ~ 37

Author(s):

Lianming Wang ◽

David B. Dunson

Keyword(s):

Bayesian Inference ◽

Mixture Models ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Dirichlet Process Mixture Models

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SAR Image Segmentation Using GHM-Based Dirichlet Process Mixture Models

2009 International Joint Conference on Computational Sciences and Optimization ◽

10.1109/cso.2009.371 ◽

2009 ◽

Cited By ~ 5

Author(s):

Li Sun ◽

Yanning Zhang ◽

Guangjian Tian ◽

Miao Ma

Keyword(s):

Image Segmentation ◽

Mixture Models ◽

Dirichlet Process ◽

Sar Image ◽

Dirichlet Process Mixture ◽

Sar Image Segmentation ◽

Dirichlet Process Mixture Models

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Markov Chain Sampling Methods for Dirichlet Process Mixture Models

Journal of Computational and Graphical Statistics ◽

10.2307/1390653 ◽

2000 ◽

Vol 9 (2) ◽

pp. 249 ◽

Cited By ~ 159

Author(s):

Radford M. Neal

Keyword(s):

Markov Chain ◽

Mixture Models ◽

Dirichlet Process ◽

Sampling Methods ◽

Dirichlet Process Mixture ◽

Markov Chain Sampling ◽

Dirichlet Process Mixture Models

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Stylometric analyses using Dirichlet process mixture models

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2011.05.020 ◽

2011 ◽

Vol 141 (11) ◽

pp. 3665-3674 ◽

Cited By ~ 2

Author(s):

Paramjit S. Gill ◽

Tim B. Swartz

Keyword(s):

Mixture Models ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Dirichlet Process Mixture Models

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Hyperspectral image classification based on Dirichlet Process mixture models

2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS ◽

10.1109/igarss.2013.6721342 ◽

2013 ◽

Cited By ~ 2

Author(s):

Hao Wu ◽

Saurabh Prasad ◽

Minshan Cui ◽

Nam Tuan Nguyen ◽

Zhu Han

Keyword(s):

Image Classification ◽

Mixture Models ◽

Dirichlet Process ◽

Hyperspectral Image ◽

Dirichlet Process Mixture ◽

Hyperspectral Image Classification ◽

Dirichlet Process Mixture Models

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User Role Analysis in Online Social Networks Based on Dirichlet Process Mixture Models

2016 International Conference on Advanced Cloud and Big Data (CBD) ◽

10.1109/cbd.2016.039 ◽

2016 ◽

Cited By ~ 1

Author(s):

Fei Du ◽

Yezheng Liu ◽

Xiao Liu ◽

Jianshan Sun ◽

Yuanchun Jiang

Keyword(s):

Social Networks ◽

Mixture Models ◽

Online Social Networks ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Role Analysis ◽

Dirichlet Process Mixture Models

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