241 search results - page 2 / 49 » Mixture of Experts Classification Using a Hierarchical Mixtu... |
109
Voted
ICTAI
2006
IEEE
15 years 5 months ago
2006
IEEE
Enterprise corpora contain evidence of what employees work on and therefore can be used to automatically find experts on a given topic. We present a general approach for represen...
73
Voted
ICML
2007
IEEE
15 years 12 months ago
2007
IEEE
We introduce quadratically gated mixture of experts (QGME), a statistical model for multi-class nonlinear classification. The QGME is formulated in the setting of incomplete data,...
66
Voted
ACL
2008
15 years 16 days ago
2008
A solution to the problem of homograph (words with multiple distinct meanings) identification is proposed and evaluated in this paper. It is demonstrated that a mixture model base...
CSL
2006
Springer
14 years 11 months ago
2006
Springer
Recently there has been interest in the use of classifiers based on the product of experts (PoE) framework. PoEs offer an alternative to the standard mixture of experts (MoE) fram...
118
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TMI
2010
14 years 9 months ago
2010
Abstract—We propose a probabilistic model for analyzing spatial activation patterns in multiple functional magnetic resonance imaging (fMRI) activation images such as repeated ob...