Data Mining for Association Rules and Sequential Patterns
Jean-Marc Adamo
Broschiertes Buch

Data Mining for Association Rules and Sequential Patterns

Sequential and Parallel Algorithms

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Data mining includes a wide range of activities such as classification, clustering, similarity analysis, summarization, association rule and sequential pattern discovery, and so forth. The book focuses on the last two previously listed activities. It 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 structur...