483 search results - page 21 / 97 » Sampling the Web as Training Data for Text Classification |
111
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MICAI
2009
Springer
15 years 7 months ago
2009
Springer
Cross-language text classification (CLTC) aims to take advantage of existing training data from one language to construct a classifier for another language. In addition to the expe...
132
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AINA
2004
IEEE
15 years 6 months ago
2004
IEEE
Abstract-- As intrusion detection essentially can be formulated as a binary classification problem, it thus can be solved by an effective classification technique-Support Vector Ma...
144
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KDD
2002
ACM
16 years 3 months ago
2002
ACM
Instance selection and feature selection are two orthogonal methods for reducing the amount and complexity of data. Feature selection aims at the reduction of redundant features i...
112
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KDD
2008
ACM
16 years 3 months ago
2008
ACM
: We combine the speed and scalability of information retrieval with the generally superior classification accuracy offered by machine learning, yielding a two-phase text classifie...
153
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DIS
2008
Springer
15 years 4 months ago
2008
Springer
We propose a well-founded method of ranking a pool of m trained classifiers by their suitability for the current input of n instances. It can be used when dynamically selecting a s...