Puoya Tabaghi1, Michael Khanzadeh2, Yusu Wang1

  • 1Halicioğlu Data Science Institute, University of California San Diego, San Diego, CA 92093 USA.

IEEE transactions on signal processing : a publication of the IEEE Signal Processing Society
|August 22, 2025
PubMed
概括

这项研究介绍了空间形式PCA (SFPCA),这是一个用于缩小曲线数据空间的新方法. 对于非欧几里德数据,SFPCA比传统的主要成分分析 (PCA) 提供了更快,更准确的结果.

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