3708 search results - page 106 / 742 » The Inverse Classification Problem |
NIPS
2000
15 years 3 months ago
2000
Modern classification applications necessitate supplementing the few available labeled examples with unlabeled examples to improve classification performance. We present a new tra...
CIKM
2011
Springer
14 years 1 months ago
2011
Springer
Various semi-supervised learning methods have been proposed recently to solve the long-standing shortage problem of manually labeled data in sentiment classification. However, mos...
114
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DAGM
2008
Springer
15 years 3 months ago
2008
Springer
We introduce the OneClassMaxMinOver (OMMO) algorithm for the problem of one-class support vector classification. The algorithm is extremely simple and therefore a convenient choice...
EMNLP
2006
15 years 3 months ago
2006
In this paper, we propose a sentence ordering algorithm using a semi-supervised sentence classification and historical ordering strategy. The classification is based on the manifo...
103
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ICIAP
2003
ACM
15 years 6 months ago
2003
ACM
The aim of this paper is to evaluate the potential usefulness of the reject option for text categorisation (TC) tasks. The reject option is a technique used in statistical pattern...