The following information was submitted:
Transactions: INTERNATIONAL JOURNAL of MATHEMATICAL MODELS AND METHODS IN APPLIED SCIENCES
Transactions ID Number: 17-210
Full Name: Nittaya Kerdprasop
Position: Associate Professor
Age: ON
Sex: Female
Address: Suranaree University of Technology, Computer Engineering
Country: THAILAND
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E-mail address: nittaya@sut.ac.th
Other E-mails: nittaya.k@gmail.com
Title of the Paper: Frequent Pattern Discovery with Constraint Logic Programming
Authors as they appear in the Paper: Nittaya Kerdprasop and Kittisak Kerdprasop
Email addresses of all the authors: nittaya@sut.ac.th, kittisakThailand@gmail.com
Number of paper pages: 9
Abstract: 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. We 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. The problem of constraint-based pattern mining can be formulated as the discovery of all patterns in a given dataset that satisfy the specified constraints. We present implementation of problem modelling and solving with respect to pattern mining in knowledge discovery in databases.
Keywords: Frequent pattern discovery, Itemset mining, Logic-based programming, Constraint programming
EXTENSION of the file: .pdf
Special (Invited) Session: The Discovery of Frequent Patterns with Logic and Constraint Programming
Organizer of the Session: 658-341
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