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portada mining sequential patterns from large data sets
Type
Physical Book
Author
Publisher
Year
2010
Language
English
Pages
163
Format
Paperback
Dimensions
23.4 x 15.6 x 1.0 cm
Weight
0.26 kg.
ISBN
1441937072
ISBN13
9781441937070
Categories

mining sequential patterns from large data sets

Wei Wang (Author) · Jiong Yang (Author) · Springer · Paperback

mining sequential patterns from large data sets - Wang, Wei ; Yang, Jiong

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Synopsis "mining sequential patterns from large data sets"

In many applications, such as bioinformatics, web access traces, and system utilization logs, the data is naturally in the form of sequences. Examples of sequential patterns include but are not limited to protein sequence motifs and web page navigation traces. To meet the different needs of various applications, several models of sequential patterns have been proposed. This volume not only studies the mathematical definitions and application domains of these models, but also the algorithms on how to effectively and efficiently find these patterns. It provides a set of tools for analyzing and understanding the nature of various sequences by identifying the specific model(s) of sequential patterns that are most suitable.

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