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基于模糊的投影寻踪算法在中医证候分类中的应用
  • ISSN号：1002-1566
  • 期刊名称：《数理统计与管理》
  • 时间：0
  • 分类：O212[理学—概率论与数理统计;理学—数学]
  • 作者机构：[1]中国人民大学统计学院,北京100872
  • 相关基金：国家自然科学基金项目（NO.10431010）,教育部重点基地重大项目（NO.05JJD910001）.
作者： 吴孟书[1], 吴喜之[1]
关键词： 投影寻踪聚类算法, 模糊聚类, 中医辩证分析, projection pursuit clustering algorithm, fuzzy algorithm, T.C.M. syndrome differentiation
中文摘要：

本文提出一种新的聚类算法-基于模糊的投影寻踪算法,可以有效的处理医学中常常遇到的高维混合数据的模糊聚类问题.并将其应用在慢性肾衰的辩证分析问题中,为已有的慢性肾衰证候的分型标准提供科学支持.本文的研究方法为中医辩证的现代化研究开拓了新的思路,值得进一步深入探讨。

英文摘要：

A new clustering algorithm-projection pursuit clustering method based on fuzzy algorithm is proposed in this paper, which is an effective method to deal with high-dimensional mixed data fuzzy clustering problems in medicine .We apply the new clustering algorithm in syndrome differentiation on chronic renal failure, providing a scientific basis for the criterion of the classification. The research methods explore the possibilities of the modernization research of T.C.M. syndrome differentiation and is good for going deep into research.

同期刊论文项目
生物医学中的统计方法研究
期刊论文 100 会议论文 13 获奖 16 著作 5
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期刊信息
  • 《数理统计与管理》
  • 北大核心期刊（2011版）
  • 主管单位:中国科协
  • 主办单位:中国现场统计研究会
  • 主编：程维虎
  • 地址：中国科学院应用教学所内
  • 邮编：100190
  • 邮箱：sltj@amt.ac.cn
  • 电话：010-62651341
  • 国际标准刊号：ISSN：1002-1566
  • 国内统一刊号：ISSN：11-2242/O1
  • 邮发代号:82-69
  • 获奖情况:
  • 国内外数据库收录:
  • 日本日本科学技术振兴机构数据库,中国中国人文社科核心期刊,中国中国科技核心期刊,中国北大核心期刊（2004版）,中国北大核心期刊（2008版）,中国北大核心期刊（2011版）,中国北大核心期刊（2014版）,中国北大核心期刊（2000版）
  • 被引量:13661