657 search results - page 95 / 132 » Scaling-Up Support Vector Machines Using Boosting Algorithm |
151
Voted
AICS
2009
15 years 5 days ago
2009
Multi-class classification algorithms are very widely used, but we argue that they are not always ideal from a theoretical perspective, because they assume all classes are characte...
135
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BIBE
2001
IEEE
15 years 6 months ago
2001
IEEE
As various genome sequencing projects have already been completed or are near completion, genome researchers are shifting their focus from structural genomics to functional genomi...
118
Voted
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
In genomic sequence analysis tasks like splice site recognition or promoter identification, large amounts of training sequences are available, and indeed needed to achieve suffici...
102
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CORR
2010
Springer
15 years 2 months ago
2010
Springer
Standard hybrid learners that use domain knowledge require stronger knowledge that is hard and expensive to acquire. However, weaker domain knowledge can benefit from prior knowle...
115
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KDD
2007
ACM
16 years 2 months ago
2007
ACM
Given its importance, the problem of predicting rare classes in large-scale multi-labeled data sets has attracted great attentions in the literature. However, the rare-class probl...