Téléchargez le livre : Mining Sequential Patterns from Large Data Sets

Mining Sequential Patterns from Large Data Sets



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Springer-Verlag


Paru le : 2005



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Description


The focus of Mining Sequential Patterns from Large Data Sets is on sequential pattern mining. In many applications, such as bioinformatics, web access traces, system utilization logs, etc., the data is naturally in the form of sequences. This information has been of great interest for analyzing the sequential data to find its inherent characteristics. 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. Mining Sequential Patterns from Large Data Sets 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. This book provides an efficient algorithm for mining these patterns. Mining Sequential Patterns from Large Data Sets is designed for a professional audience of researchers and practitioners in industry, and also suitable for graduate-level students in computer science.
Written for:
Professional audience of researchers and practitioners in industry, graduate-level students in computer science
Pages
n.c
Collection
n.c
Parution
2005
Marque
Springer-Verlag
EAN papier
0387242473
EAN PDF
0387242473
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
10
Taille du fichier
-
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
72,39 €

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