Xml Data Warehousing And Mining

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Xml Data Mining Models Methods And Applications

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Author : Tagarelli, Andrea
language : en
Publisher: IGI Global
Release Date : 2011-11-30

Xml Data Mining Models Methods And Applications written by Tagarelli, Andrea and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-11-30 with Computers categories.

The widespread use of XML in business and scientific databases has prompted the development of methodologies, techniques, and systems for effectively managing and analyzing XML data. This has increasingly attracted the attention of different research communities, including database, information retrieval, pattern recognition, and machine learning, from which several proposals have been offered to address problems in XML data management and knowledge discovery. XML Data Mining: Models, Methods, and Applications aims to collect knowledge from experts of database, information retrieval, machine learning, and knowledge management communities in developing models, methods, and systems for XML data mining. This book addresses key issues and challenges in XML data mining, offering insights into the various existing solutions and best practices for modeling, processing, analyzing XML data, and for evaluating performance of XML data mining algorithms and systems.

Xml Data Warehousing And Mining

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Author : Laura Irina Rusu
language : en
Publisher:
Release Date : 2008

Xml Data Warehousing And Mining written by Laura Irina Rusu 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.

It has been predicted that soon most of the stored data will be in XML format. It is therefore critical that efficient and scalable XML warehousing techniques should exist. Historical information is often needed to answer queries for business decision support. Therefore, it is imperative that the data contained in chronological versions of the multi-versioned XML document be stored in an efficient data warehouse. Most of the existing research work investigates warehousing techniques only for static XML documents, where the redundancy of information (which is specific to dynamic XML documents with multiple versions) is not considered. There is some work in the management of multi-versioned XML documents, but this is limited to determining changes between consecutive versions and the proposal of empirical storage policies. Consequently, the first part of this thesis investigates and proposes a framework for warehousing dynamic (multi-versioned) XML documents.

Data Management Data Data Everywhere

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Author : Richard Cooper
language : en
Publisher: Springer
Release Date : 2007-08-19

Data Management Data Data Everywhere written by Richard Cooper and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-08-19 with Computers categories.

This book features the refereed proceedings from the 24th British National Conference on Databases, held in Glasgow, Scotland in July 2007. The eighteen full papers and seven poster papers are presented, together with two invited contributions. Papers are organized into topical sections covering data applications, searching XML documents, querying XML documents, XML transformation, clustering and security, data mining, and extraction.

Soft Computing In Xml Data Management

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Author : Zongmin Ma
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-07-07

Soft Computing In Xml Data Management written by Zongmin Ma 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 2010-07-07 with Computers categories.

This book covers in a great depth the fast growing topic of techniques, tools and applications of soft computing in XML data management. It is shown how XML data management (like model, query, integration) can be covered with a soft computing focus. This book aims to provide a single account of current studies in soft computing approaches to XML data management. The objective of the book is to provide the state of the art information to researchers, practitioners, and graduate students of the Web intelligence, and at the same time serving the information technology professional faced with non-traditional applications that make the application of conventional approaches difficult or impossible.

Xml Databases And The Semantic Web

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Author : Bhavani Thuraisingham
language : en
Publisher: CRC Press
Release Date : 2002-03-27

Xml Databases And The Semantic Web written by Bhavani Thuraisingham and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-03-27 with Computers categories.

Efficient access to data, sharing data, extracting information from data, and making use of the information have become urgent needs for today's corporations. With so much data on the Web, managing it with conventional tools is becoming almost impossible. New tools and techniques are necessary to provide interoperability as well as warehousing betw

Knowledge Discovery From Xml Documents

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Author :
language : en
Publisher:
Release Date : 2006

Knowledge Discovery From Xml Documents written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Data mining categories.

Data Warehousing And Mining Concepts Methodologies Tools And Applications

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Author : Wang, John
language : en
Publisher: IGI Global
Release Date : 2008-05-31

Data Warehousing And Mining Concepts Methodologies Tools And Applications written by Wang, John and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-05-31 with Technology & Engineering categories.

In recent years, the science of managing and analyzing large datasets has emerged as a critical area of research. In the race to answer vital questions and make knowledgeable decisions, impressive amounts of data are now being generated at a rapid pace, increasing the opportunities and challenges associated with the ability to effectively analyze this data.

Encyclopedia Of Data Warehousing And Mining

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Author : Wang, John
language : en
Publisher: IGI Global
Release Date : 2005-06-30

Encyclopedia Of Data Warehousing And Mining written by Wang, John and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-06-30 with Computers categories.

Data Warehousing and Mining (DWM) is the science of managing and analyzing large datasets and discovering novel patterns and in recent years has emerged as a particularly exciting and industrially relevant area of research. Prodigious amounts of data are now being generated in domains as diverse as market research, functional genomics and pharmaceuticals; intelligently analyzing these data, with the aim of answering crucial questions and helping make informed decisions, is the challenge that lies ahead. The Encyclopedia of Data Warehousing and Mining provides a comprehensive, critical and descriptive examination of concepts, issues, trends, and challenges in this rapidly expanding field of data warehousing and mining (DWM). This encyclopedia consists of more than 350 contributors from 32 countries, 1,800 terms and definitions, and more than 4,400 references. This authoritative publication offers in-depth coverage of evolutions, theories, methodologies, functionalities, and applications of DWM in such interdisciplinary industries as healthcare informatics, artificial intelligence, financial modeling, and applied statistics, making it a single source of knowledge and latest discoveries in the field of DWM.

Encyclopedia Of Data Warehousing And Mining Second Edition

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Author : Wang, John
language : en
Publisher: IGI Global
Release Date : 2008-08-31

Encyclopedia Of Data Warehousing And Mining Second Edition written by Wang, John and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-08-31 with Computers categories.

There are more than one billion documents on the Web, with the count continually rising at a pace of over one million new documents per day. As information increases, the motivation and interest in data warehousing and mining research and practice remains high in organizational interest. The Encyclopedia of Data Warehousing and Mining, Second Edition, offers thorough exposure to the issues of importance in the rapidly changing field of data warehousing and mining. This essential reference source informs decision makers, problem solvers, and data mining specialists in business, academia, government, and other settings with over 300 entries on theories, methodologies, functionalities, and applications.

Knowledge Discovery From Xml Documents

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Author : Richi Nayak
language : en
Publisher: Springer
Release Date : 2006-02-26

Knowledge Discovery From Xml Documents written by Richi Nayak and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-02-26 with Computers categories.

This book constitutes the refereed proceedings of the First International Workshop on Knowledge Discovery from XML Documents, KDXD 2006, held in Singapore in conjunction with the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006). The ten revised full papers presented together with two invited talks were carefully reviewed and selected from 26 submissions. The papers are organized in topical sections.