Generalization of attributes before mining to enable rule discovery

A method to mine relational databases for knowledge and generalizations is presented. The concept of a network of expert systems with a user in the loop to provide domain knowledge of features is discussed. The network of expert systems is important to solve the problems of a knowledge-acquisition b...

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Bibliographic Details
Published in:Proceedings - IEEE ATM Workshop 2000-01
Main Authors: Rubin, Stuart H, Ceruti, Marion G
Format: Article
Language:English
Online Access:Get full text
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Summary:A method to mine relational databases for knowledge and generalizations is presented. The concept of a network of expert systems with a user in the loop to provide domain knowledge of features is discussed. The network of expert systems is important to solve the problems of a knowledge-acquisition bottleneck. The example of battery design is described as a possible application of this technology. This application is important to the U.S. Marine Corps because better batteries will enhance ability of Marine battalions for the field deployment.
ISSN:1098-7789