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View all- Wu JLiu XZhang XHe ZLv P(2018)Master clinical medical knowledge at certificated-doctor-level with deep learning modelNature Communications10.1038/s41467-018-06799-69:1Online publication date: 19-Oct-2018
Twin support vector machine classifier TWSVM was proposed by Jayadeva et al., which was used for binary classification problems. TWSVM not only overcomes the difficulties in handling the problem of exemplar unbalance in binary classification problems, ...
Kernel method is one of the promising approaches to learning with tree-structured data, and various efficient tree kernels have been proposed to capture informative structures in trees. In this paper, we propose a new tree kernel function based on "...
A least square version of nonparallel hyperplane support vector machine (LSNHSVM) is proposed.The proposed LSNHSVM is obtained by solving a system of linear equations.LSNHSVM is further generalized to solve multiclass classification problem ...
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