194 search results - page 7 / 39 » Automatic Learning Features Using Bootstrapping for Text Cat... |
157
Voted
ICIAR
2005
Springer
15 years 11 months ago
2005
Springer
In this paper, a novel and efficient automatic image categorization system is proposed. This system integrates the MIL-based and global-featurebased SVMs for categorization. The IP...
161
Voted
CIKM
2008
Springer
15 years 7 months ago
2008
Springer
In automated text categorization, given a small number of labeled documents, it is very challenging, if not impossible, to build a reliable classifier that is able to achieve high...
142
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SIGIR
2003
ACM
15 years 11 months ago
2003
ACM
A novel maximal figure-of-merit (MFoM) learning approach to text categorization is proposed. Different from the conventional techniques, the proposed MFoM method attempts to integ...
175
click to vote
NLDB
2005
Springer
15 years 11 months ago
2005
Springer
Abstract. Automated Text Categorization has reached the levels of accuracy of human experts. Provided that enough training data is available, it is possible to learn accurate autom...
131
Voted
NAACL
2003
15 years 7 months ago
2003
We present a simple method for language independent and task independent text categorization learning, based on character-level n-gram language models. Our approach uses simple in...