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Books > Computing & IT > Applications of computing > Artificial intelligence
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Action Rules Mining (Paperback, 2013 ed.)
Loot Price: R3,131
Discovery Miles 31 310
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Action Rules Mining (Paperback, 2013 ed.)
Series: Studies in Computational Intelligence, 468
Expected to ship within 10 - 15 working days
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We are surrounded by data, numerical, categorical and otherwise,
which must to be analyzed and processed to convert it into
information that instructs, answers or aids understanding and
decision making. Data analysts in many disciplines such as
business, education or medicine, are frequently asked to analyze
new data sets which are often composed of numerous tables
possessing different properties. They try to find completely new
correlations between attributes and show new possibilities for
users. Action rules mining discusses some of data mining and
knowledge discovery principles and then describe representative
concepts, methods and algorithms connected with action. The author
introduces the formal definition of action rule, notion of a simple
association action rule and a representative action rule, the cost
of association action rule, and gives a strategy how to construct
simple association action rules of a lowest cost. A new approach
for generating action rules from datasets with numerical attributes
by incorporating a tree classifier and a pruning step based on
meta-actions is also presented. In this book we can find
fundamental concepts necessary for designing, using and
implementing action rules as well. Detailed algorithms are provided
with necessary explanation and illustrative examples.
General
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