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» Feature Weighted Rival Penalized EM for Gaussian Mixture Clu...

CIS
2006
Springer

110views Applied Computing» more CIS 2006»

Feature Weighted Rival Penalized EM for Gaussian Mixture Clustering: Automatic Feature and Model Selections in a Single Paradigm

13 years 8 months ago

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Yiu-ming Cheung, Hong Zeng

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ICPR
2004
IEEE

131views computer vision» more ICPR 2004»

A Rival Penalized EM Algorithm towards Maximizing Weighted Likelihood for Density Mixture Clustering with Automatic Model Select

14 years 5 months ago

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How to determine the number of clusters is an intractable problem in clustering analysis. In this paper, we propose a new learning paradigm named Maximum Weighted Likelihood (MwL)...

Yiu-ming Cheung

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IJCNN
2007
IEEE

113views Neural Networks» more IJCNN 2007»

Iterative Feature Selection in Gaussian Mixture Clustering with Automatic Model Selection

13 years 10 months ago

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— This paper proposes an algorithm to deal with the feature selection in Gaussian mixture clustering by an iterative way: the algorithm iterates between the clustering and the un...

Hong Zeng, Yiu-ming Cheung

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ECCV
2004
Springer

174views Computer Vision» more ECCV 2004»

Probabilistic Spatial-Temporal Segmentation of Multiple Sclerosis Lesions

13 years 9 months ago

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Abstract. In this paper we describe the application of a novel statistical videomodeling scheme to sequences of multiple sclerosis (MS) images taken over time. The analysis of the ...

Allon Shahar, Hayit Greenspan

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