54 search results - page 8 / 11 » Dirichlet Process Gaussian Mixture Models: Choice of the Bas... |
170
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ICML
2005
IEEE
16 years 6 months ago
2005
IEEE
We present a novel algorithm for agglomerative hierarchical clustering based on evaluating marginal likelihoods of a probabilistic model. This algorithm has several advantages ove...
183
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BMCBI
2007
15 years 6 months ago
2007
Background: Integration of multiple results from Quantitative Trait Loci (QTL) studies is a key point to understand the genetic determinism of complex traits. Up to now many effor...
180
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ICPR
2004
IEEE
16 years 7 months ago
2004
IEEE
We present an example of a joint spatial and temporal task learning algorithm that results in a generative model that has applications for on-line visual control. We review work o...
158
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AVSS
2007
IEEE
16 years 10 days ago
2007
IEEE
This paper proposes a novel approach of combining an unsupervised clustering scheme called AutoClass with Hidden Markov Models (HMMs) to determine the traffic density state in a R...
196
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ICASSP
2011
IEEE
14 years 9 months ago
2011
IEEE
Currently, the statistical framework based on Hidden Markov Models (HMMs) plays a relevant role in speech synthesis, while voice conversion systems based on Gaussian Mixture Model...