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IBPRIA
2005
Springer
14 years 5 days ago
2005
Springer
A natural way to deal with training samples in imbalanced class problems is to prune them removing redundant patterns, easy to classify and probably over represented, and label noi...
CSFW
2004
IEEE
13 years 10 months ago
2004
IEEE
Intrusion Detection Systems (IDSs) have become an important part of operational computer security. They are the last line of defense against malicious hackers and help detect ongo...
PR
2008
13 years 6 months ago
2008
Feature selection is an important preprocessing step in mining high-dimensional data. Generally, supervised feature selection methods with supervision information are superior to ...
ALT
2004
Springer
14 years 3 months ago
2004
Springer
In this paper we introduce a paradigm for learning in the limit of potentially infinite languages from all positive data and negative counterexamples provided in response to the ...
AISS
2010
13 years 4 months ago
2010
Since more networking technologies and communication channels have been developed, Internet users have moved their roles from being strictly information consumers to both informat...