Unsupervised Tracking With the Doubly Stochastic Dirichlet Process Mixture Model

Doubly Stochastic

Unsupervised tracking with a low computational cost using the doubly stochastic Dirichlet process mixture model

Electronic Imaging ◽

10.2352/issn.2470-1173.2016.14.ipmva-381 ◽

2016 ◽

Vol 2016 (14) ◽

pp. 1-8

Author(s):

Xing Sun ◽

Nelson H.C Yung ◽

Edmund Y Lam ◽

Hayden K.-H So

Keyword(s):

Mixture Model ◽

Dirichlet Process ◽

Computational Cost ◽

Doubly Stochastic ◽

Low Computational Cost

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 ◽

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.

Graph clustering using dirichlet process mixture model

2017 International Conference on Data and Software Engineering (ICoDSE) ◽

10.1109/icodse.2017.8285862 ◽

2017 ◽

Cited By ~ 1

Author(s):

Imelda Atastina ◽

Benhard Sitohang ◽

G. A. S. Putri ◽

Veronica S. Moertini

Keyword(s):

Mixture Model ◽

Dirichlet Process ◽

Graph Clustering ◽

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

Likelihood learning in modified Dirichlet Process Mixture Model for video analysis

Pattern Recognition Letters ◽

10.1016/j.patrec.2019.09.005 ◽

2019 ◽

Vol 128 ◽

pp. 211-219

Author(s):

Santhosh Kelathodi Kumaran ◽

Adyasha Chakravarty ◽

Debi Prosad Dogra ◽

Partha Pratim Roy

Keyword(s):

Mixture Model ◽

Video Analysis ◽

Dirichlet Process ◽