483 search results - page 34 / 97 » Sampling the Web as Training Data for Text Classification |
113
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ICPR
2010
IEEE
15 years 1 months ago
2010
IEEE
Abstract--In this paper we propose a new multi-view semisupervised learning algorithm called Local Co-Training (LCT). The proposed algorithm employs a set of local models with vect...
103
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ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
For large-scale classification problems, the training samples can be clustered beforehand as a downsampling pre-process, and then only the obtained clusters are used for training....
124
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IJCAI
2003
15 years 4 months ago
2003
Unlike conventional data or text, Web pages typically contain a large amount of information that is not part of the main contents of the pages, e.g., banner ads, navigation bars, ...
141
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JMLR
2006
15 years 3 months ago
2006
Parallel software for solving the quadratic program arising in training support vector machines for classification problems is introduced. The software implements an iterative dec...
ERCIMDL
2005
Springer
15 years 8 months ago
2005
Springer
The aim of the study was to determine how significance indicators assigned to different Web page elements (internal metadata, title, headings, and main text) influence automated cl...