302 search results - page 8 / 61 » Non-parametric Mixture Models for Clustering |
71
Voted
KI
2009
Springer
15 years 6 months ago
2009
Springer
Abstract. We generalize traditional goals of clustering towards distinguishing components in a non-parametric mixture model. The clusters are not necessarily based on point locatio...
93
Voted
INFOSCALE
2007
ACM
15 years 1 months ago
2007
ACM
In this paper, we propose a new method of citation data clustering for author name disambiguation. Most citation data appearing in the reference section of scientific papers incl...
86
Voted
ICML
2004
IEEE
16 years 14 days ago
2004
IEEE
Many clustering algorithms fail when dealing with high dimensional data. Principal component analysis (PCA) is a popular dimensionality reduction algorithm. However, it assumes a ...
104
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ICMCS
2010
IEEE
15 years 22 days ago
2010
IEEE
We present an interactive visualization system for the analysis of Gaussian mixture speaker models. The system exhibits the inner workings of the model intuitively by visualizing ...
IDEAL
2005
Springer
15 years 5 months ago
2005
Springer
Abstract. Normal mixture models are often used to cluster continuous data. However, conventional approaches for fitting these models will have problems in producing nonsingular es...