Mining Sequential Patterns From Large Data Sets

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Mining Sequential Patterns From Large Data Sets

Mining Sequential Patterns From Large Data Sets written by Wei Wang and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-07-26 with Computers categories.

In many applications, e.g., bioinformatics, web access traces, system u- lization logs, etc., the data is naturally in the form of sequences. It has been of great interests to analyze the sequential data to find their inherent char- teristics. The sequential pattern is one of the most widely studied models to capture such characteristics. Examples of sequential patterns include but are not limited to protein sequence motifs and web page navigation traces. In this book, we focus on sequential pattern mining. To meet different needs of various applications, several models of sequential patterns have been proposed. We do not only study the mathematical definitions and application domains of these models, but also the algorithms on how to effectively and efficiently find these patterns. The objective of this book is to provide computer scientists and domain - perts such as life scientists with a set of tools in analyzing and understanding the nature of various sequences by : (1) identifying the specific model(s) of - quential patterns that are most suitable, and (2) providing an efficient algorithm for mining these patterns. Chapter 1 INTRODUCTION Data Mining is the process of extracting implicit knowledge and discovery of interesting characteristics and patterns that are not explicitly represented in the databases. The techniques can play an important role in understanding data and in capturing intrinsic relationships among data instances. Data mining has been an active research area in the past decade and has been proved to be very useful.

Mining Interesting Patterns From Sequential Data

Mining Interesting Patterns From Sequential Data written by Valerie Guralnik and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with categories.

Proceedings Of The International Conference On Information And Knowledge Management

Proceedings Of The International Conference On Information And Knowledge Management written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Database management categories.

Handbook Of Research On Innovations In Database Technologies And Applications

Handbook Of Research On Innovations In Database Technologies And Applications written by Viviana E. Ferraggine and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-01-01 with Computers categories.

"This book provides a wide compendium of references to topics in the field of the databases systems and applications"--Provided by publisher.

Proceedings Of The 2001 Acm Cikm

Proceedings Of The 2001 Acm Cikm written by Henrique Paques and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Database management categories.

Synopses Of Science And Engineering Papers Graduate School Of Science And Engineering Waseda University Tokyo Japan

Synopses Of Science And Engineering Papers Graduate School Of Science And Engineering Waseda University Tokyo Japan written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Dissertations, Academic categories.

Finding Frequent Patterns From Graph Datasets

Finding Frequent Patterns From Graph Datasets written by Michihiro Kuramochi and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.

Very Large Data Bases

Very Large Data Bases written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Database management categories.

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Kdd written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Data mining categories.

Sigkdd Explorations

Sigkdd Explorations written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Data mining categories.