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Linear Subspace
IEEE Access • Vol 9
MVTLR-HCFS: Density Peak Algorithm Based on Multi-View and Tensor Low Rank Expression
2021
With the rapid development of hardware and software technology, modern industry has produced a large amount of high-dimensional unlabeled data, such as pictures and videos. As clusters of these data sets may exist in some subspaces, traditional algorithms are…
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Linear Subspace

In mathematics, vector subspace

In mathematics, and more specifically in linear algebra, a linear subspace or vector subspace is a vector space that is a subset of some larger vector space. A linear subspace is usually simply called a subspace when the context serves to distinguish it from other types of subspaces.

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IEEE Access • Vol 9
MVTLR-HCFS: Density Peak Algorithm Based on Multi-View and Tensor Low Rank Expression
2021
With the rapid development of hardware and software technology, modern industry has produced a large amount of high-dimensional unlabeled data, such as pictures and videos. As clusters of these data sets may exist in some subspaces, traditional algorithms are no longer applicable. The related algorithms based on sparse subspace can find clusters in the subspace, which solves the problem of high data dimension. However, their clustering process based on only one single feature, which results in their performance be…
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