3708 search results - page 138 / 742 » The Inverse Classification Problem |
117
Voted
CAIP
2003
Springer
15 years 7 months ago
2003
Springer
Abstract. The support vector machine is basically to deal with a two-class classification problem. To get M-class classifiers for face recognition, it is common to construct a set ...
113
Voted
DAWAK
2009
Springer
15 years 6 months ago
2009
Springer
A process, based on argumentation theory, is described for classifying very noisy data. More specifically a process founded on a concept called “arguing from experience” is des...
113
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GECCO
2006
Springer
15 years 5 months ago
2006
Springer
Semi-supervised classification uses aspects of both unsupervised and supervised learning to improve upon the performance of traditional classification methods. Semi-supervised clu...
116
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JMLR
2008
15 years 1 months ago
2008
We introduce a computationally feasible, "constructive" active learning method for binary classification. The learning algorithm is initially formulated for separable cl...
112
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KDD
2008
ACM
16 years 2 months ago
2008
ACM
In this paper, we address the problem of learning when some cases are fully labeled while other cases are only partially labeled, in the form of partial labels. Partial labels are...