Rule induction for data exploration

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Abstract

This paper describes how the statistical technique of cluster analysis and the machine learning technique of rule induction can be combined to explore a database. The ways in which such an approach alleviates the problems associated with other techniques for data analysis are discussed. We report the results of experiments carried out on a database from the medical diagnosis domain. Finally we describe the future developments which we plan to carry out to build on our current work.

Details

Publication date1991
Publication titleProceedings of Avignon 91: Expert systems and their applications
PublisherEC2 et Cie
Pages329-341
Number of pages13
Volume1
Original languageEnglish

    Keywords

  • Proceedings of Avignon 91, Expert systems and their applications, Avignon (FR), 1991

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