361 search results - page 57 / 73 » MultiK-MHKS: A Novel Multiple Kernel Learning Algorithm |
140
Voted
CVPR
2012
IEEE
13 years 4 months ago
2012
IEEE
While Boltzmann Machines have been successful at unsupervised learning and density modeling of images and speech data, they can be very sensitive to noise in the data. In this pap...
122
Voted
KDD
2009
ACM
16 years 2 months ago
2009
ACM
Conditional random fields(CRFs) are a class of undirected graphical models which have been widely used for classifying and labeling sequence data. The training of CRFs is typicall...
109
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KDD
2006
ACM
16 years 2 months ago
2006
ACM
Various data mining applications involve data objects of multiple types that are related to each other, which can be naturally formulated as a k-partite graph. However, the resear...
99
Voted
IPPS
2007
IEEE
15 years 8 months ago
2007
IEEE
The integration of multiple predictors promises higher prediction accuracy than the accuracy that can be obtained with a single predictor. The challenge is how to select the best ...
143
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CVPR
2008
IEEE
16 years 3 months ago
2008
IEEE
A novel approach to scene categorization is proposed. Similar to previous works of [11, 15, 3, 12], we introduce an intermediate space, based on a low dimensional semantic "t...