227 search results - page 7 / 46 » Pairwise Clustering and Graphical Models |
135
Voted
ACL
2012
13 years 6 months ago
2012
We present a novel approach for building verb subcategorization lexicons using a simple graphical model. In contrast to previous methods, we show how the model can be trained with...
123
Voted
SOCO
2008
Springer
15 years 3 months ago
2008
Springer
We introduce a new method for data clustering based on a particular Gaussian mixture model (GMM). Each cluster of data, modeled as a GMM into an input space, is interpreted as a hy...
132
Voted
GD
2003
Springer
15 years 9 months ago
2003
Springer
We introduce an energy model whose minimum energy drawings reveal the clusters of the drawn graph. Here a cluster is a set of nodes with many internal edges and few edges to nodes ...
114
Voted
TKDE
2008
15 years 3 months ago
2008
Phrase has been considered as a more informative feature term for improving the effectiveness of document clustering. In this paper, we propose a phrase-based document similarity t...
145
Voted
PVG
2003
IEEE
15 years 9 months ago
2003
IEEE
A number of problems are well suited for volumetric representation for both simulation and storage, however, the large amount of data that needs to be processed and rendered with ...