483 search results - page 71 / 97 » Sampling the Web as Training Data for Text Classification |
156
Voted
BMCBI
2007
15 years 2 months ago
2007
Background: Independently derived expression profiles of the same biological condition often have few genes in common. In this study, we created populations of expression profiles...
153
Voted
IJCAI
2001
15 years 4 months ago
2001
For many supervised learning tasks it is very costly to produce training data with class labels. Active learning acquires data incrementally, at each stage using the model learned...
131
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ICDM
2010
IEEE
15 years 16 days ago
2010
IEEE
The growth of the web has directly influenced the increase in the availability of relational data. One of the key problems in mining such data is computing the similarity between o...
121
Voted
KDD
2002
ACM
16 years 3 months ago
2002
ACM
Knowing the reputations of your own and/or competitors' products is important for marketing and customer relationship management. It is, however, very costly to collect and a...
113
Voted
DMKD
2003
ACM
15 years 7 months ago
2003
ACM
HTML anchors are often surrounded by text that seems to describe the destination page appropriately. The text surrounding a link or the link-context is used for a variety of tasks...