A non asymptotic penalized criterion for Gaussian mixture model selection

ESAIM Probability and Statistics ◽

10.1051/ps/2009004 ◽

2011 ◽

Vol 15 ◽

pp. 41-68 ◽

Author(s):

Cathy Maugis ◽

Bertrand Michel

Keyword(s):

Model Selection ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture

Download Full-text

Galactic double neutron star total masses and Gaussian mixture model selection

Monthly Notices of the Royal Astronomical Society ◽

10.1093/mnras/stz358 ◽

2019 ◽

Vol 485 (2) ◽

pp. 1665-1674 ◽

Author(s):

David Keitel

Keyword(s):

Neutron Star ◽

Model Selection ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture

Download Full-text

Gaussian Mixture Model Selection Using Multiple Random Subsampling with Initialization

Computer Analysis of Images and Patterns - Lecture Notes in Computer Science ◽

10.1007/978-3-319-23192-1_57 ◽

2015 ◽

pp. 678-689 ◽

Author(s):

Josef V. Psutka

Keyword(s):

Model Selection ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture

Download Full-text

DWT-Domain Watermark Detection Using Gaussian Mixture Model with Automated Model Selection

2009 International Symposium on Computer Network and Multimedia Technology ◽

10.1109/cnmt.2009.5374514 ◽

2009 ◽

Author(s):

Zhongwei Sun ◽

Jing Ma

Keyword(s):

Model Selection ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture

Download Full-text

Unsupervised Segmentation of Spectral Images with a Spatialized Gaussian Mixture Model and Model Selection

Oil & Gas Science and Technology – Revue d’IFP Energies nouvelles ◽

10.2516/ogst/2014013 ◽

2014 ◽

Vol 69 (2) ◽

pp. 245-259 ◽

Author(s):

S.X. Cohen ◽

E. Le Pennec

Keyword(s):

Model Selection ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Unsupervised Segmentation

Download Full-text

Model Selection Criterion for Multivariate Bounded Asymmetric Gaussian Mixture Model

10.23919/eusipco54536.2021.9616056 ◽

2021 ◽

Author(s):

Zixiang Xian ◽

Muhammad Azam ◽

Manar Amayri ◽

Nizar Bouguila

Keyword(s):

Model Selection ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Selection Criterion ◽

Gaussian Mixture ◽

Model Selection Criterion

Download Full-text

Multivariate‐bounded Gaussian mixture model with minimum message length criterion for model selection

Expert Systems ◽

10.1111/exsy.12688 ◽

2021 ◽

Author(s):

Muhammad Azam ◽

Nizar Bouguila

Keyword(s):

Model Selection ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Minimum Message Length ◽

Download Full-text

Quantification and deconvolution of asymmetric LC-MS peaks using the bi-Gaussian mixture model and statistical model selection

BMC Bioinformatics ◽

10.1186/1471-2105-11-559 ◽

2010 ◽

Vol 11 (1) ◽

Author(s):

Tianwei Yu ◽

Hesen Peng

Keyword(s):

Model Selection ◽

Statistical Model ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Statistical Model Selection

Download Full-text

Data-driven penalty calibration: A case study for Gaussian mixture model selection

ESAIM Probability and Statistics ◽

10.1051/ps/2010002 ◽

2011 ◽

Vol 15 ◽

pp. 320-339 ◽

Author(s):

Cathy Maugis ◽

Bertrand Michel

Keyword(s):

Model Selection ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Download Full-text

Model selection for Gaussian mixture model based on desirability level criterion

Optik ◽

10.1016/j.ijleo.2016.10.125 ◽

2017 ◽

Vol 130 ◽

pp. 797-805 ◽

Author(s):

Weishi Peng

Keyword(s):

Model Selection ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Model Based ◽

Download Full-text

A New Algorithm to Determine Covariance in Statistical Maximum for Gaussian Mixture Model

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.e100.a.2834 ◽

2017 ◽

Vol E100.A (12) ◽

pp. 2834-2841 ◽

Author(s):

Daiki AZUMA ◽

Shuji TSUKIYAMA

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture

Download Full-text