Articles with "doubly sparse" as a keyword



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A Doubly Sparse Multiclass Support Vector Machine With Simultaneous Feature and Sample Screening

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Published in 2021 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"

DOI: 10.1109/tsmc.2020.2964718

Abstract: KSVCR is an effective algorithm to handle multiclass problems. But it cannot do variable selection and is time-consuming on large datasets. In this article, we propose a doubly sparse multiclass model DKSVCR which employs elastic… read more here.

Keywords: feature; doubly sparse; sample screening; multiclass ... See more keywords