首页    期刊浏览 2025年06月11日 星期三
登录注册

文章基本信息

  • 标题:Data Mining Based Accuracy Enhancement Of ANN Using Swarm Intelligence
  • 本地全文:下载
  • 作者:Sachin Sharma ; Dr. Savita Shiwani
  • 期刊名称:International Journal of Communication and Computer Technologies
  • 印刷版ISSN:2278-9723
  • 出版年度:2014
  • 卷号:2
  • 期号:5
  • 出版社:IJCCTS
  • 摘要:Data mining describes the process of extracting value from adatabase. A data-warehouse is a location and information isstored in it. The type of data stored depends largely on thetype of industry and the company.There are many tools available to a data mining practitioner.These include decision trees, various types of regression andneural networks. We use neural network and improve itsaccuracy. Neural networks which are used are Elman networkand Feedforward network. Firstly both networks accuracy iscalculated which is later optimized by use of geneticalgorithm. Shortcoming of use of neural network is discussed.Neural networks are created in matlab. Optimization isperformed on both the networks via Genetic algorithm whichis further discussed in this paper
  • 关键词:Data Mining;Neural Network;Elman Network;Feedforward Network;Swarm Intelligence;Genetic Algorithm
国家哲学社会科学文献中心版权所有