Data Mining for Association Rules and Sequential Patterns Sequential and Parallel Algorithms

ISBN-10: 0387950486
ISBN-13: 9780387950488
Authors: Jean-Marc Adamo
List price: $159.99

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The book provides a unified presentation of algorithms for association rule and sequential pattern discovery. For both mining problems, the presentation relies on the lattice structure of the search space. All algorithms are built as processes running on this structure. Proving their properties takes advantage of the mathematical properties of the structure. Mining for association rules and sequential patterns is known to be a problem with large computational complexity. The issue of designing efficient parallel algorithms should be considered as critical. Most algorithms in the book are devised for both sequential and parallel execution. Parallel algorithm design takes advantage of the…    

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Binding: Hardcover Publisher: Springer New York Number of pages: 254 Dimensions: 6.50" wide x 9.50" long x 0.75" tall Weight: 1.144 lbs. Language: English