410 search results - page 28 / 82 » Ensembles of biased classifiers |
CHI
2009
ACM
15 years 11 months ago
2009
ACM
The bias in the news media is an inherent flaw of the news production process. The resulting bias often causes a sharp increase in political polarization and in the cost of confli...
MCS
2007
Springer
15 years 5 months ago
2007
Springer
Abstract. We describe an ensemble of classifiers based algorithm for incremental learning in nonstationary environments. In this formulation, we assume that the learner is presente...
106
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MDAI
2005
Springer
15 years 4 months ago
2005
Springer
Combining a set of classifiers has often been exploited to improve the classification performance. Accurate as well as diverse base classifiers are prerequisite to construct a good...
ICANN
2005
Springer
15 years 4 months ago
2005
Springer
Although Support Vector Machines (SVMs) have been successfully applied to solve a large number of classification and regression problems, they suffer from the catastrophic forgetti...
76
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CIKM
2009
Springer
15 years 3 months ago
2009
Springer
The standard method for combating spam, either in email or on the web, is to train a classifier on manually labeled instances. As the spammers change their tactics, the performanc...