Data processing: artificial intelligence – Machine learning
Patent
1997-06-02
1999-08-03
Downs, Robert W.
Data processing: artificial intelligence
Machine learning
706 13, 706 45, 707104, G06F 1518, G06F 944
Patent
active
059338180
ABSTRACT:
A knowlege discovery system (10) is provided for autonomously discovering knowlege from a database. The system includes a data reduction module (50) which reduces data into one or more clusters. This is accomplished by the use of one or more functions including a genetic clustering function, a hierarchical valley formation function, a symbolic exspansion reduction function, a fuzzy case clustering function, a relational clustering function, a K-means clustering function, a Kohonen neural network clustering function, and a minimum distance classifier clustering function. A data analysis modual (60) autonomously determines one or more correlations among the clusters. The corrolations represent knowlege.
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Haun Barry F.
Kasravi Kasra
Schleusener Mary K.
Downs Robert W.
Electronic Data Systems Corporation
Griebenow L. Joy
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