Methods for class-imbalanced learning with support vector machines: a review and an empirical evaluation
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DOI: 10.1007/s00500-024-09931-5
Abstract: This paper presents a review on methods for class-imbalanced learning with the Support Vector Machine (SVM) and its variants. We first explain the structure of SVM and its variants and discuss their inefficiency in learning… read more here.
Keywords: class imbalanced; imbalanced learning; support vector; learning support ... See more keywords
Iterative methods for a class of variational inequalities in Hilbert spaces
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DOI: 10.1007/s11784-017-0442-0
Abstract: In this paper, we introduce implicit and explicit iterative methods for solving a variational inequality problem over the set of zeros for a maximal monotone mapping in Hilbert spaces. As consequence, new modifications of the… read more here.
Keywords: iterative methods; methods class; hilbert spaces; variational inequalities ... See more keywords