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Clusterwise support vector linear regression

descriptionPublicationkeyboard_double_arrow_right Article 01 Nov 2020 English Publisher:Elsevier BVJournal:European Journal of Operational Research, volume 287, pages 19-35 (issn: 0377-2217, Copyright policy )
Authors: Kaisa Joki; Adil M. Bagirov; Napsu Karmitsa; Marko M. Mäkelä; Sona Taheri;

doi: 10.1016/j.ejor.2020.04.032

Clusterwise support vector linear regression

Abstract

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Keywords

Linear regression; mixed models, Classification and discrimination; cluster analysis (statistical aspects), bundle methods, ta111, Nonsmooth analysis, data mining, Nonconvex programming, global optimization, nonsmooth optimization, clusterwise linear regression, Numerical mathematical programming methods, DC optimization

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 19
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Top 10%
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
19
Top 10%
Top 10%
Top 10%
bronze