DCA based algorithms for feature selection in multi-class support vector machine
Sign Up to like & getrecommendations! Published in 2017 at "Annals of Operations Research"
DOI: 10.1007/s10479-016-2333-y
Abstract: This paper addresses the problem of feature selection for Multi-class Support Vector Machines. Two models involving the $$\ell _{0}$$ℓ0 (the zero norm) and the $$\ell _{2}$$ℓ2–$$\ell _{0}$$ℓ0 regularizations are considered for which two continuous approaches… read more here.
Keywords: class support; feature; feature selection; selection multi ... See more keywords
Anomalous behaviour detection using one-class support vector machine and remote sensing images: a case study of algal bloom occurrence in inland waters
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DOI: 10.1080/17538947.2021.1907462
Abstract: ABSTRACT Algal blooms are a frequent subject in scientific discussions and are the focus of many recent studies, mainly due to their adverse effect on society. Given the lack of ground truth data and the… read more here.
Keywords: machine; detection; class support; case ... See more keywords
Robust Condition Assessment of Electrical Equipment with One Class Support Vector Machines Based on the Measurement of Partial Discharges
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DOI: 10.3390/en11030486
Abstract: This paper presents a system for the detection of partial discharges (PD) in industrial applications based on One Class Support Vector Machines (OCSVM). The study stresses the detection of Partial Discharges (PD) as they represent… read more here.
Keywords: class support; support vector; equipment; vector machines ... See more keywords