Effective Techniques and Methodologies for Multi-Database Mining

多数据库挖掘的有效技术和方法。本项目开发了一个高性能的多数据库挖掘系统。该项目具有重要意义，因为：（1）由于组织中广泛使用的大量多数据库，它是必要的;（2）由于单数据库和多数据库之间的本质差异，它是困难的;（3）现有的多数据库挖掘技术是不够的;（4）该项目中的新的挖掘策略可以大大提高多数据库挖掘系统的能力和性能。预期的成果是：独立于应用程序的数据库分类，本地实例分析和原型系统。这些技术是创新的，有效的和高效的从多个数据库中识别新的模式。

Effective Techniques and Methodologies for Multi-Database Mining. This project develops a high-performance multi-database mining system. This project is significant because (1) it is imperative due to a great deal of multi-databases widely used in organizations; (2) it is difficult due to essential differences between mono- and multi-databases; (3) existing multi-database mining techniques are inadequate; and (4) the new mining strategies in this project can make a vast improvement of the ability and performance of multi-database mining systems. The expected outcomes are: an application-independent database classification, a local instance analysis and a prototype system. These proposed techniques are innovative, effective and efficient in identifying novel patterns from multi-databases.