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时间序列的快速相似性搜索改进算法
引用本文:肖晶 黄国兴 赵若韵 黄豫蕾. 时间序列的快速相似性搜索改进算法[J]. 计算机科学, 2003, 30(9): 97-99
作者姓名:肖晶 黄国兴 赵若韵 黄豫蕾
作者单位:华东师范大学计算机系,上海,600062
摘    要:This paper introduces a new method for finding all subsequences similar to a given time series sequence.The method takes into account noise ,offset translation and amplitude scaling. Based on a piecewise linear representa-tion, the speed is exceptionally fast.

关 键 词:时间序列 快速相似性搜索改进算法 数据挖掘 时序数据库

Efficient Method for Time Series Similar Searching
XIAO Jing HUANG Guo-Xing ZHAO Ruo-Yun HUANG Yu-Lei. Efficient Method for Time Series Similar Searching[J]. Computer Science, 2003, 30(9): 97-99
Authors:XIAO Jing HUANG Guo-Xing ZHAO Ruo-Yun HUANG Yu-Lei
Abstract:This paper introduces a new method for finding all subsequences similar to a given time series sequence. The method takes into account noise .offset translation and amplitude scaling. Based on a piecewise linear representation, the speed is exceptionally fast.
Keywords:Time series   Piecewise liner representation  Data mining  Similarity search  
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