2958 search results - page 118 / 592 » Using Anonymized Data for Classification |
135
Voted
ICANN
2009
Springer
15 years 6 months ago
2009
Springer
Abstract. A new classification algorithm based on combination of kernel density estimators is introduced. The method combines the estimators with different bandwidths what can be i...
107
Voted
CORR
2006
Springer
15 years 2 months ago
2006
Springer
We consider semi-supervised classification when part of the available data is unlabeled. These unlabeled data can be useful for the classification problem when we make an assumpti...
117
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IPPS
1999
IEEE
15 years 6 months ago
1999
IEEE
Classification is an important problem in the field of data mining. Construction of good classifiers is computationally intensive and offers plenty of scope for parallelization. D...
134
Voted
SDM
2004
SIAM
15 years 4 months ago
2004
SIAM
Multivariate statistical analysis is an important data analysis technique that has found applications in various areas. In this paper, we study some multivariate statistical analy...
105
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ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
Feature selection is often applied to highdimensional data prior to classification learning. Using the same training dataset in both selection and learning can result in socalled ...