978 search results - page 18 / 196 » Infinite Ensemble Learning with Support Vector Machines |
132
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PKDD
2010
Springer
15 years 7 days ago
2010
Springer
Prior knowledge, in the form of simple advice rules, can greatly speed up convergence in learning algorithms. Online learning methods predict the label of the current point and the...
122
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ICPR
2006
IEEE
16 years 2 months ago
2006
IEEE
A two-class imbalanced data problem (IDP) emerges when the data from majority class are compactly clustered and the data from minority class are scattered. Though a discriminative...
106
Voted
ICIP
2001
IEEE
16 years 3 months ago
2001
IEEE
The paper proposes the application of majority voting on the output of several support vector machines in order to select the most suitable learning machine for frontal face detec...
184
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PAKDD
2011
ACM
14 years 4 months ago
2011
ACM
A structural similarity kernel is presented in this paper for SVM learning, especially for learning with imbalanced datasets. Kernels in SVM are usually pairwise, comparing the sim...
99
Voted
VLSID
2007
IEEE
15 years 8 months ago
2007
IEEE
In recent years, research and development in the field of machine learning and classification techniques have gained paramount importance. The future generation of intelligent e...