224 search results - page 21 / 45 » Blog Classification Using Tags: An Empirical Study |
82
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CSDA
2010
15 years 2 months ago
2010
In empirical work on multivariate financial time series, it is common to postulate a Multivariate GARCH model. We show that the popular Gaussian quasi-maximum likelihood estimator...
75
Voted
JMLR
2002
15 years 2 months ago
2002
We define notions of stability for learning algorithms and show how to use these notions to derive generalization error bounds based on the empirical error and the leave-one-out e...
223
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ICDE
2007
IEEE
16 years 3 months ago
2007
IEEE
The application of frequent patterns in classification appeared in sporadic studies and achieved initial success in the classification of relational data, text documents and graph...
122
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EMNLP
2010
15 years 16 days ago
2010
This paper studies the effects of training data on binary text classification and postulates that negative training data is not needed and may even be harmful for the task. Tradit...
92
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HICSS
2009
IEEE
15 years 9 months ago
2009
IEEE
The research reported in this paper is the first phase of a larger project on the automatic classification of web pages by their genres, using ngram representations of the web pag...