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» Advances in Mixture Models
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136
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BMCBI
2005
140views more  BMCBI 2005»
15 years 3 months ago
Dissecting systems-wide data using mixture models: application to identify affected cellular processes
Background: Functional analysis of data from genome-scale experiments, such as microarrays, requires an extensive selection of differentially expressed genes. Under many condition...
J. Peter Svensson, Renée X. de Menezes, Ing...
90
Voted
CVPR
2005
IEEE
16 years 5 months ago
A Bayesian Mixture Model for Multi-View Face Alignment
For multi-view face alignment, we have to deal with
Yi Zhou, Wei Zhang, Xiaoou Tang, Harry Shum
100
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ICPR
2008
IEEE
16 years 4 months ago
Component-wise parameter smoothing for learning mixture models
In this paper, we propose a novel component-wise smoothing algorithm that constructs a hierarchy (or family) of smoothened log-likelihood surfaces. Our approach first smoothens th...
Bala Rajaratnam, Chandan K. Reddy
65
Voted
ICPR
2002
IEEE
16 years 4 months ago
Mixture Models for Dynamic Statistical Pressure Snakes
Wael Abd-Almageed, Christopher E. Smith
106
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IPMI
1997
Springer
16 years 4 months ago
Continuous Gaussian Mixture Modeling
Stephen R. Aylward, Stephen M. Pizer