Mining Interesting Patterns From Sequential Data

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Mining Sequential Patterns From Large Data Sets

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Author : Wei Wang
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-07-26

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

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Author : Valerie Guralnik
language : en
Publisher:
Release Date : 2001

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.

Handbook Of Research On Innovations In Database Technologies And Applications

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Author : Viviana E. Ferraggine
language : en
Publisher: IGI Global
Release Date : 2009-01-01

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.

Encyclopedia Of Data Warehousing And Mining

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Author : John Wang
language : en
Publisher: IGI Global
Release Date : 2006

Encyclopedia Of Data Warehousing And Mining written by John Wang and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Computers categories.

"Provides a comprehensive, critical and descriptive examination of concepts, issues, trends, and challenges in this rapidly expanding field of data warehousing and mining (DWM)... consists of more than 350 contributors from 32 countries"--Publisher.

Data Mining Patterns

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Author : Pascal Poncelet
language : en
Publisher: IGI Global Snippet
Release Date : 2008

Data Mining Patterns written by Pascal Poncelet and has been published by IGI Global Snippet this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Computers categories.

"This book provides an overall view of recent solutions for mining, and explores new patterns, offering theoretical frameworks and presenting challenges and possible solutions concerning pattern extractions, emphasizing research techniques and real-world applications. It portrays research applications in data models, methodologies for mining patterns, multi-relational and multidimensional pattern mining, fuzzy data mining, data streaming and incremental mining"--Provided by publisher.

Data Warehousing And Mining

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Author :
language : en
Publisher:
Release Date : 2008

Data Warehousing And Mining written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Data mining categories.

"This collection offers tools, designs, and outcomes of the utilization of data mining and warehousing technologies, such as algorithms, concept lattices, multidimensional data, and online analytical processing. With more than 300 chapters contributed by over 575 experts from around the globe, this authoritative collection will provide libraries with the essential reference on data mining and warehousing"--Provided by publisher.

Advanced Mechanical Engineering

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Author : Zhen Yu Du
language : en
Publisher: Trans Tech Publications Ltd
Release Date : 2010-06-30

Advanced Mechanical Engineering written by Zhen Yu Du and has been published by Trans Tech Publications Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-06-30 with Technology & Engineering categories.

Selected, peer reviewed papers from the 2010 International Conference on Advanced Mechanical Engineering (AME 2010) will be held on September 4~5, 2010 in Luoyang, China

Proceedings Of The International Conference On Information And Knowledge Management

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Author :
language : en
Publisher:
Release Date : 2001

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.

3rd Ieee International Conference On Data Mining

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Author : Xindong Wu
language : en
Publisher: Institute of Electrical & Electronics Engineers(IEEE)
Release Date : 2003

3rd Ieee International Conference On Data Mining written by Xindong Wu and has been published by Institute of Electrical & Electronics Engineers(IEEE) this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Computers categories.

ICDM '03 brings together researchers and practitioners who describe their original research results and practical development experiences in Data Mining technology. The papers explore subjects in many related data-mining areas such as machine learning, automated scientific discovery, statistics, pattern recognition, knowledge acquisition, soft computing, databases, data warehousing, data visualization, and knowledge-based systems. Data mining is an emerging and highly interdisciplinary field. The ICDM '03 proceedings cover a broad and diverse range of topics related to data-mining theory, systems, and applications.

Proceedings Of International Conference On Information Communications And Signal Processing

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Author :
language : en
Publisher:
Release Date : 1997

Proceedings Of International Conference On Information Communications And Signal Processing written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Digital communications categories.