415 search results - page 24 / 83 » Learning-Free Text Categorization |
113
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IJCNLP
2004
Springer
15 years 7 months ago
2004
Springer
In a text categorization task, classification on some hierarchy of classes shows better results than the case without the hierarchy. In current environments where large amount of ...
109
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SEKE
2004
Springer
15 years 7 months ago
2004
Springer
Bug triage, deciding what to do with an incoming bug report, is taking up increasing amount of developer resources in large open-source projects. In this paper, we propose to appl...
109
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SIGIR
1999
ACM
15 years 6 months ago
1999
ACM
This paper reports a controlled study with statistical signi cance tests on ve text categorization methods: the Support Vector Machines (SVM), a k-Nearest Neighbor (kNN) classi er...
109
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AUSDM
2006
Springer
15 years 5 months ago
2006
Springer
Traditional bag-of-words model and recent wordsequence kernel are two well-known techniques in the field of text categorization. Bag-of-words representation neglects the word orde...
104
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AAAI
1997
15 years 3 months ago
1997
In many real-world domains, supervised learning requires a large number of training examples. In this paper, we describe an active learning method that uses a committee of learner...