Frequent Pattern Discovery with Constraint Logic Programming

Provided by: NORTH ATLANTIC UNIVERSITY UNION
Topic: Data Management
Format: PDF
Constraint logic programming is a declarative programming style combining the features of logic programming and constraint propagation to solve combinatorial and optimization problems such as resource allocation, scheduling, and routing. The authors consider the problem of mining frequent patterns within a setting of constraint logic programming approach. Frequent patterns are patterns such as sets of features or items in transactions that appear frequently. Such patterns can reveal associations, correlations, and many other interesting relationships hidden in a dataset. Constraints can play an important role in improving the performance of mining algorithms.

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