Sequence Data Mining

Author:   Guozhu Dong ,  Jian Pei
Publisher:   Springer-Verlag New York Inc.
Edition:   2007 ed.
Volume:   33
ISBN:  

9780387699363


Pages:   150
Publication Date:   09 August 2007
Format:   Hardback
Availability:   In Print   Availability explained
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Sequence Data Mining


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Overview

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.

Full Product Details

Author:   Guozhu Dong ,  Jian Pei
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   2007 ed.
Volume:   33
Dimensions:   Width: 15.60cm , Height: 1.10cm , Length: 23.50cm
Weight:   0.920kg
ISBN:  

9780387699363


ISBN 10:   0387699368
Pages:   150
Publication Date:   09 August 2007
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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.

Reviews

Aus den Rezensionen: Einem kurzen, einleitenden Uberblick lassen die Autoren auf dem Fusse schwierige Details folgen: Mathematische Definitionen und Algorithmen erlautern sie zwar immer wieder auch anhand von Beispielen ! In den vier Hauptkapiteln greifen sie spezifische Probleme ! Mehrere hundert wissenschaftliche Referenzen sowie ein lndex runden das Buch schliesslich ab. Das kompakte Werk eignet sich ... fur Studenten der Informatik oder verwandter Studiengebiete, die einen fundierten Uberblick uber die praktischen Anwendungsgebiete des Data Mining bekommen wollen ! (Tobias Engler/fm, in: c't magazin fur computer technik, 2008, Issue 1, S. 192)


From the reviews: <p> In this short book, Dong and Pei provide a good introductory to the topic, organized into seven chapters. a ] 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)


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)


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