302 search results - page 11 / 61 » Non-parametric Mixture Models for Clustering |
NECO
2011
14 years 6 months ago
2011
109
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IPMI
2009
Springer
16 years 16 days ago
2009
Springer
In this paper, we propose a new nonparametric Bayesian framework to cluster white matter fiber tracts into bundles using a hierarchical Dirichlet processes mixture (HDPM) model. Th...
ICDM
2003
IEEE
15 years 5 months ago
2003
IEEE
We present a mixture model based approach for learning individualized behavior models for the Web users. We investigate the use of maximum entropy and Markov mixture models for ge...
ESANN
2007
15 years 1 months ago
2007
Mixtures of probabilistic principal component analyzers model high-dimensional nonlinear data by combining local linear models. Each mixture component is specifically designed to...
GFKL
2004
Springer
15 years 5 months ago
2004
Springer
A hierarchical extension of the finite mixture model is presented that can be used for the analysis of nested data structures. The model permits a simultaneous model-based cluster...