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Books > Computing & IT > Applications of computing > Artificial intelligence
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Data Mining, Rough Sets and Granular Computing (Hardcover, 2002 ed.)
Loot Price: R4,796
Discovery Miles 47 960
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Data Mining, Rough Sets and Granular Computing (Hardcover, 2002 ed.)
Series: Studies in Fuzziness and Soft Computing, 95
Expected to ship within 12 - 17 working days
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During the past few years, data mining has grown rapidly in
visibility and importance within information processing and
decision analysis. This is par ticularly true in the realm of
e-commerce, where data mining is moving from a "nice-to-have" to a
"must-have" status. In a different though related context, a new
computing methodology called granular computing is emerging as a
powerful tool for the conception, analysis and design of
information/intelligent systems. In essence, data mining deals with
summarization of information which is resident in large data sets,
while granular computing plays a key role in the summarization
process by draw ing together points (objects) which are related
through similarity, proximity or functionality. In this
perspective, granular computing has a position of centrality in
data mining. Another methodology which has high relevance to data
mining and plays a central role in this volume is that of rough set
theory. Basically, rough set theory may be viewed as a branch of
granular computing. However, its applications to data mining have
predated that of granular computing."
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