410 search results - page 54 / 82 » Ensembles of biased classifiers |
FLAIRS
2008
15 years 1 months ago
2008
We introduce a method to deal with the problem of learning from imbalanced data sets, where examples of one class significantly outnumber examples of other classes. Our method sel...
116
Voted
GPEM
2010
14 years 9 months ago
2010
A distributed data mining algorithm to improve the detection accuracy when classifying malicious or unauthorized network activity is presented. The algorithm is based on genetic p...
83
Voted
IJCNN
2006
IEEE
15 years 5 months ago
2006
IEEE
—Two approaches to building models for prediction of the onset of Type 1 diabetes mellitus in juvenile subjects were examined. A set of tests performed immediately before diagnos...
101
click to vote
IWDC
2004
Springer
15 years 4 months ago
2004
Springer
An Intrusion Detection System (IDS) is a program that analyzes what happens or has happened during an execution and tries to find indications that the computer has been misused. Th...
73
Voted
ICML
2005
IEEE
15 years 12 months ago
2005
IEEE
Learning agents can improve performance cooperating with other agents, particularly learning agents forming a committee outperform individual agents. This "ensemble effect&qu...