1132 search results - page 134 / 227 » Classification by Discriminative Regularization |
108
click to vote
IDA
2002
Springer
15 years 1 months ago
2002
Springer
Recently we presented a new approach [20] to the classification problem arising in data mining. It is based on the regularization network approach but in contrast to other methods...
116
Voted
CVPR
2007
IEEE
16 years 3 months ago
2007
IEEE
Considerable advances have been made in learning to recognize and localize visual object classes. Simple bag-offeature approaches label each pixel or patch independently. More adv...
149
click to vote
BMCBI
2005
15 years 1 months ago
2005
Background: Accurate diagnosis of cancer subtypes remains a challenging problem. Building classifiers based on gene expression data is a promising approach; yet the selection of n...
124
Voted
CVPR
2008
IEEE
16 years 3 months ago
2008
IEEE
To learn a new visual category from few examples, prior knowledge from unlabeled data as well as previous related categories may be useful. We develop a new method for transfer le...
132
Voted
BMCBI
2010
15 years 1 months ago
2010
Background: Gene expression data can be analyzed by summarizing groups of individual gene expression profiles based on GO annotation information. The mean expression profile per g...