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计算机工程 ›› 2006, Vol. 32 ›› Issue (4): 79-81.

• 软件技术与数据库 • 上一篇    下一篇

数据挖掘工具集 TH-Miner

任靖,陆 甡,翟旭君,戴 涛,刘璧松,李春平   

  1. 清华大学软件学院,北京100084
  • 出版日期:2006-02-20 发布日期:2006-02-20

TH-Miner: A Data Mining Toolkit

REN Jing, LU Shen, ZHAI Xujun, DAI Tao, LIU Bisong, LI Chunping   

  1. School of Software, Tsinghua University, Beijing 100084
  • Online:2006-02-20 Published:2006-02-20

摘要: TH-Miner 是以Java 实现的跨平台数据挖掘可视化系统。在TH-Miner 中实现了多种经典的数据挖掘算法,并构造了几种新的改进算法。TH-Miner 包括可视化聚类挖掘工具、分类算法工具、序列模式挖掘算法工具以及文本分类工具。

关键词: 数据挖掘工具;分类;聚类;序列模式挖掘;文本分类

Abstract: TH-Miner system is a visualization data mining system independent of operating platforms. The paper realizes several classical data mining arithmetic and constructs several new methods. TH-Miner system includes the visualization clustering tool, classifier tool, sequence pattern finder and text categorizer.

Key words: Data mining toolkit; Classification; Clustering; Sequence pattern discovery; Text categorization