42388 search results - page 393 / 8478 » Classification Using Information |
163
click to vote
NIPS
2004
15 years 8 months ago
2004
We provide a principle for semi-supervised learning based on optimizing the rate of communicating labels for unlabeled points with side information. The side information is expres...
186
click to vote
CORR
2010
Springer
15 years 4 months ago
2010
Springer
We survey diverse approaches to the notion of information: from Shannon entropy to Kolmogorov complexity. Two of the main applications of Kolmogorov complexity are presented: rand...
254
click to vote
RIVF
2008
15 years 8 months ago
2008
The classification image into one of several categories is a problem arisen naturally under a wide range of circumstances. In this paper, we present a novel unsupervised model for ...
164
click to vote
CLEF
2010
Springer
15 years 7 months ago
2010
Springer
The goal of this work is to investigate the performance of classical methods for feature description and classification, and to identify the difficulties of the ImageCLEF 2010 moda...
283
click to vote
CIKM
2009
Springer
16 years 1 months ago
2009
Springer
In this paper, we present a semi-supervised learning method for web page classification, leveraging click logs to augment training data by propagating class labels to unlabeled si...