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Updated: Jan 10, 2026

Author Spotlight: Alignment of Synchronized Time-Series Data Using the Characterizing Loss of Cell Cycle Synchrony Model for Cross-Experiment Comparisons
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Author Spotlight: Alignment of Synchronized Time-Series Data Using the Characterizing Loss of Cell Cycle Synchrony Model for Cross-Experiment Comparisons

Published on: June 9, 2023

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基于角度距离的时间序列的相似度测量 惩罚性度量力学动态时间扭曲

Xiaofei Zeng1, Binbin Liang2, Wei Li1

  • 1School of Aeronautics and Astronautics, Sichuan University and Robotic Satellite Key Laboratory of Sichuan Province, Chengdu, 610065, China.

Scientific reports
|November 26, 2025
PubMed
概括

角度距离惩罚度量DTW (APMDTW) 通过整合非线性空间距离和自适应角度距离惩罚来增强时间序列相似性测量. 这种新的方法显著提高了对现有的动态时间扭曲 (DTW) 方法的准确性.

关键词:
适应性角度距离处罚 适应性角度距离处罚动态时间扭曲.非线性空间距离的度量.时间序列相似性时间序列相似性

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