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| 基于沃尔什变换的连续型数据离散化方法及应用 | |
| 引用本文： | 王晓芳,王泽华,黄龙,陈莉.基于沃尔什变换的连续型数据离散化方法及应用[J].新疆职业大学学报,2005,13(1):57-59,42. |
| 作者姓名： | 王晓芳 王泽华 黄龙 陈莉 |
| 作者单位： | 1. 西南石油学院,四川,成都,610059;石油大学,北京,102249 2. 新疆石油学院,新疆,乌鲁木齐,830000 3. 石油大学,北京,102249 |
| 基金项目： | 中国石油天然气集团公司中青年科技创新基金 (编号 :CX2 0 0 0 - 14 ) |
| 摘 要： | 在智能信息处理中，大多要求整型或字符型的离散化数据，而实际数据往往是连续型的。本文在沃尔什变换的基础上，提出一种连续数据离散化方法。该方法不需要给定划分维数，连续数据经过沃尔什低通滤波后被划分成离散的区间，再用整数和符号标示。通过实际数据测试，该方法取得了较好的效果。 |
| 关 键 词： | 数据挖掘 离散化 沃尔什变换 连续型数据 人工智能 |
| 文章编号： | 1009-9549(2005)01-0057-03 |
A Method of Continuous Data Discretization Based on Walsh Transformation and It's Application |
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| Wang Xiaofang,Wang Zehua,Huang long,Chen li.A Method of Continuous Data Discretization Based on Walsh Transformation and It''''s Application[J].Journal of Xinjiang Vocational University,2005,13(1):57-59,42. | |
| Authors: | Wang Xiaofang Wang Zehua Huang long Chen li |
| Institution: | Wang Xiaofang 1,3,Wang Zehua 2,Huang long 3,Chen li 3 |
| Abstract: | In intelligent information system, integer data or character data are often required, but real data is usually continuous. To resolve this problem a method is presented to discretize data, which is based on Walsh transformation.The dimensions are not needed in this method. Continuous data are divided into discrete ranges by means of low-pass-filter and the data are labeled with integer and symbol data. Through practical testing with real data, the algorithm is very efficient. |
| Keywords: | Intelligent System Discretization Walsh transformation |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |