690 search results - page 45 / 138 » SVMC: Single-Class Classification With Support Vector Machin... |
113
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
We extend Support Vector Machines to input spaces that are sets by ensuring that the classifier is invariant to permutations of subelements within each input. Such permutations in...
92
Voted
NIPS
2008
15 years 5 months ago
2008
In classification problems, Support Vector Machines maximize the margin of separation between two classes. While the paradigm has been successful, the solution obtained by SVMs is...
132
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ICTAI
2007
IEEE
15 years 10 months ago
2007
IEEE
The classification of graph based objects is an important challenge from a knowledge discovery standpoint and has attracted considerable attention recently. In this paper, we pres...
129
Voted
ICDM
2009
IEEE
15 years 1 months ago
2009
IEEE
Abstract--Imbalanced data sets present a particular challenge to the data mining community. Often, it is the rare event that is of interest and the cost of misclassifying the rare ...
119
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CICLING
2010
Springer
14 years 10 months ago
2010
Springer
The Arabic language is a highly flexional and morphologically very rich language. It presents serious challenges to the automatic classification of documents, one of which is deter...