Dirichlet Process Mixture Model Based Nonparametric Bayesian Modeling and Variational Inference

Nonparametric Bayesian ◽

Model Based

Applications and Techniques in Information Security - Communications in Computer and Information Science ◽

An Approach to Detect the Internet Water Army via Dirichlet Process Mixture Model Based GSP Algorithm

10.1007/978-3-662-45670-5_9 ◽

2014 ◽

pp. 82-95 ◽

Cited By ~ 1

Author(s):

Dan Li ◽

Qian Li ◽

Yue Hu ◽

Wenjia Niu ◽

Jianlong Tan ◽

...

Keyword(s):

Mixture Model ◽

Dirichlet Process ◽

The Internet ◽

Model Based

Multimode process data modeling: A Dirichlet process mixture model based Bayesian robust factor analyzer approach

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2015.02.003 ◽

2015 ◽

Vol 142 ◽

pp. 231-244 ◽

Cited By ~ 16

Author(s):

Jinlin Zhu ◽

Zhiqiang Ge ◽

Zhihuan Song

Keyword(s):

Mixture Model ◽

Dirichlet Process ◽

Data Modeling ◽

Process Data ◽

Model Based ◽

Factor Analyzer

Model-Based Clustering for Expression Data via a Dirichlet Process Mixture Model

Bayesian Inference for Gene Expression and Proteomics ◽

10.1017/cbo9780511584589.011 ◽

2009 ◽

pp. 201-218 ◽

Cited By ~ 70

Author(s):

David B. Dahl ◽

Marina Vannucci

Keyword(s):

Mixture Model ◽

Dirichlet Process ◽

Expression Data ◽

Model Based Clustering ◽

Model Based

Dynamic Dirichlet process mixture model for identifying voting coalitions in the United Nations General Assembly human rights roll call votes

Journal of Applied Statistics ◽

10.1080/02664763.2021.1931820 ◽

2021 ◽

pp. 1-20

Author(s):

Qiushi Yu

Keyword(s):

Human Rights ◽

United Nations ◽

Mixture Model ◽

Dirichlet Process ◽

General Assembly ◽

Roll Call ◽

United Nations General ◽

United Nations General Assembly

Outlier detection in traffic data based on the Dirichlet process mixture model

IET Intelligent Transport Systems ◽

10.1049/iet-its.2014.0063 ◽

2015 ◽

Vol 9 (7) ◽

pp. 773-781 ◽

Cited By ~ 12

Author(s):

Henry Y.T. Ngan ◽

Anthony G.O. Yeh ◽

Nelson H.C. Yung

Keyword(s):

Outlier Detection ◽

Mixture Model ◽

Dirichlet Process ◽

Traffic Data ◽

Clustering disaggregated load profiles using a Dirichlet process mixture model

Energy Conversion and Management ◽

10.1016/j.enconman.2014.12.080 ◽

2015 ◽

Vol 92 ◽

pp. 507-516 ◽

Cited By ~ 27

Author(s):

Ramon Granell ◽

Colin J. Axon ◽

David C.H. Wallom

Keyword(s):

Mixture Model ◽

Dirichlet Process ◽

Unsupervised Tracking With the Doubly Stochastic Dirichlet Process Mixture Model

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2016.2518212 ◽

2016 ◽

Vol 17 (9) ◽

pp. 2594-2599 ◽

Cited By ~ 6

Author(s):

Xing Sun ◽

Nelson H. C. Yung ◽

Edmund Y. Lam

Keyword(s):

Mixture Model ◽

Dirichlet Process ◽

Doubly Stochastic

Posterior convergence rate of a class of Dirichlet process mixture model for compositional data

Statistics & Probability Letters ◽

10.1016/j.spl.2016.09.008 ◽

2017 ◽

Vol 120 ◽

pp. 45-51

Author(s):

Andrés F. Barrientos ◽

Alejandro Jara ◽

Claudia Wehrhahn

Keyword(s):

Convergence Rate ◽

Mixture Model ◽

Dirichlet Process ◽

Compositional Data ◽

Analysis of the Maximal a Posteriori Partition in the Gaussian Dirichlet Process Mixture Model

Bayesian Analysis ◽

10.1214/18-ba1114 ◽

2019 ◽

Vol 14 (2) ◽

pp. 477-494

Author(s):

Łukasz Rajkowski

Keyword(s):

Mixture Model ◽

Dirichlet Process ◽

A Posteriori ◽

A Gibbs Sampler for a Hierarchical Dirichlet Process Mixture Model

10.31234/osf.io/ebzt8 ◽

2019 ◽

Cited By ~ 1

Author(s):

Mark Andrews

Keyword(s):

Mixture Model ◽

Gibbs Sampler ◽

Dirichlet Process ◽

Hierarchical Dirichlet Process ◽

Multinomial Data

A Gibbs sampler for the hierarchical Dirichlet process mixture model (HDPMM) when used with multinomial data.