| 基于分形维数的数据挖掘技术研究综述 |
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| 引用本文： | 倪丽萍,倪志伟,吴昊,叶红云.基于分形维数的数据挖掘技术研究综述[J].计算机科学,2008,35(1):187-189. |
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| 作者姓名： | 倪丽萍 倪志伟 吴昊 叶红云 |
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| 作者单位： | 合肥工业大学管理学院,合肥,230009 |
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| 摘 要： | 分形维数在数据挖掘领域起着非常特殊的作用,它能有效地描述数据集,能反映复杂数据集中隐藏的规律性,基于分形维数的数据挖掘技术研究越来越受到人们的广泛关注.本文首先介绍了数据集的分形维数,进而在此基础上重点介绍了几种基于分形维数的数据挖掘技术,并对每种技术的特点进行了阐述,最后指出今后的发展方向.
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| 关 键 词： | 分形 分形维数 数据挖掘 |
A Survey of the Research about Data Mining Technology Based on Fractal Dimension |
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| NI Li-Ping NI Zhi-Wei WU Hao YE Hong-Yun.A Survey of the Research about Data Mining Technology Based on Fractal Dimension[J].Computer Science,2008,35(1):187-189. |
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| Authors: | NI Li-Ping NI Zhi-Wei WU Hao YE Hong-Yun |
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| Abstract: | Fractal dimension plays a very special role in data mining area.It can describe the data set effectively and can reflect the hidden regularity of the complex data set.Data mining technology based on fractal dimension has recently gained increasing attention all over the world.This paper first introduces the fractal dimension of the data set.Then focuses on some of the data mining technology based on fractal dimension and describes the characteristics of each technology.Finally points out the direction for the future development. |
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| Keywords: | Fractal Fractal dimension Data mining |
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