A New Approach for Supervised Dimensionality Reduction
A New Approach for Supervised Dimensionality Reduction
About this item
Full title
Author / Creator
Publisher
Hershey: IGI Global
Journal title
Language
English
Formats
Publication information
Publisher
Hershey: IGI Global
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Scope and Contents
Contents
This article develops a new approach for supervised dimensionality reduction. This approach considers both global and local structures of a labelled data set and maximizes a new objective that includes the effects from both of them. The objective can be approximately optimized by solving an eigenvalue problem. The approach is evaluated based on a f...
Alternative Titles
Full title
A New Approach for Supervised Dimensionality Reduction
Authors, Artists and Contributors
Author / Creator
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Primary Identifiers
Record Identifier
TN_cdi_crossref_primary_10_4018_IJDWM_2018100102
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_crossref_primary_10_4018_IJDWM_2018100102
Other Identifiers
ISSN
1548-3924
E-ISSN
1548-3932
DOI
10.4018/IJDWM.2018100102
