| 1. | Our purpose is to develop an open , easily maintainable , extensible and user - friendly scientific data mining system ( sdms ) which can extract useful knowledge from scientific data and analyze the simulation result of scientific computing . the system is hosted on dbms and windows platform . currently a prototype system with functions of data denoise , compress , attribute reduction , discretion , classifying and clustering has been completed
科学数据具有维数高、数据量大,数据不完全,有噪声等特点,本课题在现有的数据库和windows平台上,开发一个具有开放体系结构的、易扩充的、易维护的、具有良好人机交互界面的数据挖掘系统,从科学数据中提取隐含在其中的有用的知识,为科学计算中的仿真信息提供符合规律的模拟结果分析。 |
