483 search results - page 46 / 97 » Sampling the Web as Training Data for Text Classification |
123
click to vote
BMCBI
2006
15 years 3 months ago
2006
Background: Microarray data analysis is notorious for involving a huge number of genes compared to a relatively small number of samples. Gene selection is to detect the most signi...
171
click to vote
ICDM
2009
IEEE
15 years 28 days ago
2009
IEEE
The amount of text data on the Internet is growing at a very fast rate. Online text repositories for news agencies, digital libraries and other organizations currently store gigaan...
143
click to vote
WWW
2006
ACM
16 years 3 months ago
2006
ACM
Large-scale text categorization is an important research topic for Web data mining. One of the challenges in large-scale text categorization is how to reduce the amount of human e...
125
click to vote
CICLING
2004
Springer
15 years 8 months ago
2004
Springer
When text categorization is applied to complex tasks, it is tedious and expensive to hand-label the large amounts of training data necessary for good performance. In this paper, we...
153
click to vote
WWW
2007
ACM
16 years 3 months ago
2007
ACM
The World Wide Web (WWW) is rapidly becoming important for society as a medium for sharing data, information and services, and there is a growing interest in tools for understandi...