English

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Etymology

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eigen- +‎ map

Noun

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eigenmap (plural eigenmaps)

  1. (mathematics) The graph in which data points function as nodes and connectivity between nodes is governed by the proximity or correlation between data points.
    • 2008, Dimitris Metaxas, Leon Axel, Gabor Fichtinger, Medical Image Computing and Computer-Assisted Intervention, page 150:
      Interestingly, if we compute the Laplace-Beltrami eigenmap of the sphere, its Reeb graph also has a chain structure as in Fig.2(c).
    • 2016, Zhiqiu Huang, Xingming Sun, Junzhou Luo, Cloud Computing and Security, page 551:
      In this paper, a method of Semantic-based Laplacian Eigenmap (SBLE) is proposed.

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