Model choice for binned-EM algorithms of fourteen parsimonious Gaussian mixture models by BIC and ICL criteria

Autor: Hani Hamdan, Jingwen Wu

Publikováno v: 2013 International Conference on System Science and Engineering (ICSSE 2013)
2013 International Conference on System Science and Engineering (ICSSE 2013), Jul 2013, Budapest, Hungary. pp.351-356, ⟨10.1109/ICSSE.2013.6614690⟩

International audience; Choosing the right model is an important step in model-based clustering approaches. In this framework, BIC and ICL criteria were proposed to choose a model for clustering of standard data. On the other hand, in order to accele

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::efb75cad6e4be59b70f48c9686d0b543
https://doi.org/10.1109/icsse.2013.6614690

Model choice for binned-EM algorithms of fourteen parsimonious Gaussian mixture models by BIC and ICL criteria.

Autor: Wu, Jingwen, Hamdan, Hani

Publikováno v: 2013 International Conference on System Science & Engineering (ICSSE); 2013, p351-356, 6p

Classification automatique à base de modèle et choix de modèles pour les données discrétisées

Autor: Wu, Jingwen

Publikováno v: Other. Supélec, 2014. English. ⟨NNT : 2014SUPL0005⟩

This thesis studies the Gaussian mixture model-based clustering approaches and the criteria of model selection for binned data clustering. Fourteen binned-EM algorithms and fourteen bin-EM-CEM algorithms are developed for fourteen parsimonious Gaussi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______2592::958dcc607eb8a232a06bf2c97a8817f6
https://theses.hal.science/tel-01142358

EM algorithm of spherical models for binned data.

Autor: Hamdan, Hani, Jingwen Wu

Publikováno v: 2011 IEEE International Symposium on Signal Processing & Information Technology (ISSPIT); 1/ 1/2011, p099-105, 7p

Decision-making in community-based paediatric physiotherapy: a qualitative study of children, parents and practitioners.

Autor: Young, Bridget¹ (AUTHOR), Moffett, Jennifer Klaber² (AUTHOR), Jackson, David² (AUTHOR), McNulty, Alison³ (AUTHOR)

Publikováno v: Health & Social Care in the Community. Mar2006, Vol. 14 Issue 2, p116-124. 9p.