基于依赖模式集挖掘组方药物多维配伍规律

您当前的位置：

首页 >

文章列表页 >

基于依赖模式集挖掘组方药物多维配伍规律

信息工程 | 更新时间：2023-11-28

- 基于依赖模式集挖掘组方药物多维配伍规律
- Mining the Compatibility Law of Multidimensional Medicines Based onDependence Mode Sets
- 工程科学与技术 2007年39卷第4期页码：134-138
- 作者机构：
- 作者简介：
- 基金信息：
  
  国家自然科学基金资助项目(60473071);高等学校博士学科点专项科研基金SRFDP(20020610007);四川省青年软件创新工程(2005AA0816)
- DOI：
  中图分类号：
- 纸质出版日期：2007，
扫描看全文
乔少杰,唐常杰,韩楠.基于依赖模式集挖掘组方药物多维配伍规律[J].工程科学与技术,2007,39(4):134-138.

Mining the Compatibility Law of Multidimensional Medicines Based onDependence Mode Sets[J]. Advanced Engineering Sciences, 2007,39(4):134-138.
乔少杰,唐常杰,韩楠.基于依赖模式集挖掘组方药物多维配伍规律[J].工程科学与技术,2007,39(4):134-138. DOI：

Mining the Compatibility Law of Multidimensional Medicines Based onDependence Mode Sets[J]. Advanced Engineering Sciences, 2007,39(4):134-138. DOI：

摘要

中文摘要: 针对多维组方药物之间配伍规律挖掘问题，提出了依赖性判定函数和多维组方药物依赖性判定算法MMDE(Multidimensional Medicine Dependence Evaluation)，作为组方药物依赖性判定的依据，利用差异函数确定药物分布的离散度，提出了基于可调差异函数求解缺剂量药物用量的新方法。实验证明了新方法在挖掘组方药物间依赖关系上准确性较高，达到80%以上。

Abstract

Abstract:A concept of dependence evaluation function and MMDE (Multidimensional Medicine Dependence Evaluation) algorithm were proposed to determine the dependence relationship of multidimensional medicines aiming at mining the compatibility law of multidimensional medicines. The difference function was used to determine the divergence degree of the distribution of medicines

and a new method based on the modified difference function was proposed to compute the dosage of imperfect medicines based on the modified difference function. Experiments showed that the new method for mining the dependence relationship of medicines has accuracy greater than 80%.

关键词

数据挖掘配伍规律依赖性判定差异函数

Keywords

data miningcompatibility lawdependence evaluationdifference function

references

Qiao Shaojie,Tang Changjie,Peng Jing,et al.A novel prescription function reduction algorithm based on neural network[C]//Proceedings of the International Conference on Sensing,Computing and Automation,DCDIS series B:Application and Algorithm.2006:939-944.

Li Chuan,Tang Changjie,Peng Jing,et al.TCMiner:a high performance data mining system for multi-dimensional data analysis of Traditional Chinese Medicine prescriptions[C]//ER 2004,LNCS 3289.2004:246-257.

Yu Xian,Tang Changjie,Zhang Huan,et al.Mining formula-syndrome relationship in traditional Chinese medicine with gene expression programming[J].Journal of Computer Applications,2005,25(11):2679-2685.[余弦,唐常杰,张欢,等.基于基因表达式编程挖掘中药关系[J].计算机应用,2005,25(11):2679-2685.]

Zeng Lingming.Chinese Traditional Medicine couples and groups mining methods research[D].Chengdu:Sichuan University,2005.[曾令明.中药方剂库药对药组挖掘方法研究[D].成都:四川大学,2005.]

Yin Xiaoxiong,Tang Changjie,Zeng Lingming,et al.Mining dispersation relationship for traditional Chinese medicine without dose based on gene expression programming[J].Computer Science:Added Volume A,2004,31(10):287-289.[阴小雄,唐常杰,曾令明,等.基于GEP的缺剂量古中药复方药剂配伍关系挖掘[J].计算机科学:增A,2004,31(10):287-289.]

Qiao Shaojie,Tang Changjie,Peng Jing,et al.BPGEP:robot path planning based on backtracking parallel-chromosome GEP[C]//Proceedings of the International Conference on Sensing,Computing and Automation,DCDIS Series B:Application and Algorithm.2006:439-444.

Peng Jing,Tang Changjie,Hu Jianjun,et al.DIRM:A modelfor data query based on dynamic information route approach[J].Journal of Sichuan University:Engineering Science Edition,2005,37(1):108-115.[彭京,唐常杰,胡建军,等.DIRM:基于动态信息路由的数据检索模型[J].四川大学学报:工程科学版,2005,37(1):108-115.]

Zeng Tao,Tang Changjie,Zhu Mingfang,et al.Mining multi-dimensional complex association rule based on artificial immune system and gene expression programming[J].Journal of Sichuan University:Engineering Science Edition,2006,38(5):136-142.[曾涛,唐常杰,朱明放,等.基于人工免疫和基因表达式编程的多维复杂关联规则挖掘方法[J].四川大学学报:工程科学版,2006,38(5):136-142.]

Yin Xiaoxiong.A mining model for medicine paring correlation of traditional Chinese medicine prescriptions[D].Chengdu:Sichuan University,2005.[阴小雄.古中医复方方剂配伍关系挖掘模型[D].成都:四川大学,2005.]

Peng jing,Tang Changjie,Zeng Tao,et al.A Chinese traditional medicine prescription effect reduction algorithm based on artificial neural network and property distance matrix[J].Journal of Sichuan University:Engineering Science Edition,2006,38(1):92-97.[彭京,唐常杰,曾涛,等.基于神经网络和属性距离矩阵的中药方剂功效规约算法[J].四川大学学报:工程科学版,2006,38(1):92-97.]

更多指标>

浏览量

下载量

CNKI被引量

文章被引用时，请邮件提醒。

提交

工具集

关联资源

暂无数据