483 search results - page 27 / 97 » Sampling the Web as Training Data for Text Classification |
140
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AAAI
2008
15 years 5 months ago
2008
Multi-category classification of short dialogues is a common task performed by humans. When assigning a question to an expert, a customer service operator tries to classify the cu...
123
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WWW
2009
ACM
16 years 3 months ago
2009
ACM
Robust statistical learning based web spam detection system often requires large amounts of labeled training data. However, labeled samples are more difficult, expensive and time ...
113
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ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
This paper addresses the problem of classification in situations where the data distribution is not homogeneous: Data instances might come from different locations or times, and t...
135
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SDM
2008
SIAM
15 years 4 months ago
2008
SIAM
Sample selection bias is a common problem in many real world applications, where training data are obtained under realistic constraints that make them follow a different distribut...
129
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ICDM
2003
IEEE
15 years 8 months ago
2003
IEEE
Automatic classification of documents is an important area of research with many applications in the fields of document searching, forensics and others. Methods to perform class...