FlexiMine --A flexible platform for KDD research and application development. FlexiMine is a KDD system designed as a testbed for data-mining research, as well as a generic knowledge discovery tool for varied database domains. Flexibility is achieved by an open-ended design for extensibility, thus enabling integration of existing data-mining algorithms, new locally developed algorithms, and utility functions such as visualization and preprocessing. Support for new databases is simple and clean: the system interfaces with a standard database server via SQL queries and thus can handle any application database. With a view of serving remote, as well as local, users, internet availability was a design goal. By implementing the system in Java, minor modifications allow us to run the user-end of the system either as a Java applications or (with some limitations on the user) as a Java Applet. This paper reviews the architecture, design and operation of FlexiMine and presents some of the new ideas incorporated in the data-mining algorithms (Association rules, Decision trees, Bayesian knowledge-bases and Meta-queries).
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References in zbMATH (referenced in 2 articles , 1 standard article )
Showing results 1 to 2 of 2.
- Ben-Eliyahu-Zohary, R.; Domshlak, C.; Gudes, E.; Liusternik, N.; Meisels, A.; Rosen, T.; Shimony, S. E.: FlexiMine --A flexible platform for KDD research and application development (2003)
- Ho, Tu Bao; Nguyen, Trong Dung; Shimodaira, Hiroshi; Kimura, Masayuki: A knowledge discovery system with support for model selection and visualization (2003)