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Knowledge Discovery Process and Methods to Enhance Organizational Performance
book

Knowledge Discovery Process and Methods to Enhance Organizational Performance

by Kweku-Muata Osei-Bryson, Corlane Barclay
March 2015
Intermediate to advanced content levelIntermediate to advanced
404 pages
13h 3m
English
Auerbach Publications
Content preview from Knowledge Discovery Process and Methods to Enhance Organizational Performance
194Corlane Barclay
likely to be fraudulent or an insurance company identifying customers likely to
have high number of claims.
Descriptive Methods
Clustering consists of grouping and collecting a set of objects into similar classes.
Clustering categories can be mutually exclusive and exhaustive or consist of a
richer representation, such as hierarchical or overlapping categories (Fayyad
1996a). e aim is to identify a finite set of categories or clusters to describe the
data (Jain and Dubes 1988). Examples include identifying or discovering simi-
lar clusters, subpopulations of telecommunication, and banking or supermarket
customers.
Summarization involves methods for nding a compact description for a
subset of data such as tabulating the mea ...
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Publisher Resources

ISBN: 9781482212365