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Sequence Data Mining Guozhu Dong

Sequence Data Mining By Guozhu Dong

Sequence Data Mining by Guozhu Dong


$152.79
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Summary

Examples of sequence data include DNA, protein, customer purchase history, web surfing history, and more.

This book provides thorough coverage of the existing results on sequence data mining as well as pattern types and associated pattern mining methods.

Sequence Data Mining Summary

Sequence Data Mining by Guozhu Dong

Understanding sequence data, and the ability to utilize this hidden knowledge, will create a significant impact on many aspects of our society. Examples of sequence data include DNA, protein, customer purchase history, web surfing history, and more.

This book provides thorough coverage of the existing results on sequence data mining as well as pattern types and associated pattern mining methods. It offers balanced coverage on data mining and sequence data analysis, allowing readers to access the state-of-the-art results in one place.

Sequence Data Mining Reviews

From the reviews:

In this short book, Dong and Pei provide a good introductory to the topic, organized into seven chapters. ... This book should appeals to researchers and graduate students working in the field (or with an interest in DM) who want to extend their knowledge of sequence DM. (John Fulcher, Computing Reviews, January, 2008)

Table of Contents

Frequent and Closed Sequence Patterns.- Classification, Clustering, Features and Distances of Sequence Data.- Sequence Motifs: Identifying and Characterizing Sequence Families.- Mining Partial Orders from Sequences.- Distinguishing Sequence Patterns.- Related Topics.

Additional information

NLS9781441943521
9781441943521
1441943528
Sequence Data Mining by Guozhu Dong
New
Paperback
Springer-Verlag New York Inc.
2010-11-23
150
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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Customer Reviews - Sequence Data Mining