| 基于时间序列线性拟合的色谱数据压缩方法 |
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| 引用本文： | 张洁杜奕卢德唐李道伦. 基于时间序列线性拟合的色谱数据压缩方法[J]. 计算机应用, 2007, 27(7): 1702-1704 |
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| 作者姓名： | 张洁杜奕卢德唐李道伦 |
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| 作者单位： | 中国科学技术大学,工程软件研究所,合肥,230027;安徽省计算与通讯软件重点实验室,合肥,230001;中国科学技术大学,工程软件研究所,合肥,230027;安徽省计算与通讯软件重点实验室,合肥,230001;中国科学技术大学,工程软件研究所,合肥,230027;安徽省计算与通讯软件重点实验室,合肥,230001;中国科学技术大学,工程软件研究所,合肥,230027;安徽省计算与通讯软件重点实验室,合肥,230001 |
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| 摘 要： | 从石油录井色谱数据应用的实际需求出发，提出一种新的时间序列分段拟合算法。该算法通过一次扫描数据，根据中线距离阈值和非单调序列中极值点保持时间段阈值两个约束条件，选择反映序列趋势变化的关键点，然后线性拟合时间序列。实验结果表明该算法能够在保持原始序列主要形态的同时剔除噪音干扰，精确定位单调序列中的突变转折点，发现序列中的尖峰状态。
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| 关 键 词： | 时间序列 线性拟合 中线法 关键点 |
| 文章编号： | 1001-9081（2007）07-1702-03 |
| 收稿时间： | 2007-01-22 |
| 修稿时间： | 2007-01-17 |
Chromatogram data compression based on linear fitting of time series |
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| ZHANG Jie,DU Yi,LU De-tang,LI Dao-lun. Chromatogram data compression based on linear fitting of time series[J]. Journal of Computer Applications, 2007, 27(7): 1702-1704 |
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| Authors: | ZHANG Jie DU Yi LU De-tang LI Dao-lun |
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| Affiliation: | 1. Institute of Engineering and Science Software, University of Science and Technology of China, Hefei Anhui 230027, China; 2. Key Laboratory of Computation and Communication Software of Anhui, Hefei Anhui 230001, China |
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| Abstract: | A new segmenting algorithm of time series was proposed to satisfy the requirement of processing chromatogram data of well-logging.The key points that denote the varying trend of the sequence were selected according to some thresholds through one scan of the data.These selected points were used to fit time series linearly.The experimental results show that this algorithm can eliminate the noises without loss of the rough shape,and find the inflexion and the peak subsequences accurately. |
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| Keywords: | time series linear fitting midline length key points |
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