Data Mining Foundations And Practice

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Data Mining Foundations And Practice

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Author : Tsau Young Lin
language : en
Publisher: Springer
Release Date : 2008-08-17

Data Mining Foundations And Practice written by Tsau Young Lin and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-08-17 with Technology & Engineering categories.

The IEEE ICDM 2004 workshop on the Foundation of Data Mining and the IEEE ICDM 2005 workshop on the Foundation of Semantic Oriented Data and Web Mining focused on topics ranging from the foundations of data mining to new data mining paradigms. The workshops brought together both data mining researchers and practitioners to discuss these two topics while seeking solutions to long standing data mining problems and stimul- ing new data mining research directions. We feel that the papers presented at these workshops may encourage the study of data mining as a scienti?c ?eld and spark new communications and collaborations between researchers and practitioners. Toexpressthevisionsforgedintheworkshopstoawiderangeofdatam- ing researchers and practitioners and foster active participation in the study of foundations of data mining, we edited this volume by involving extended and updated versions of selected papers presented at those workshops as well as some other relevant contributions. The content of this book includes st- ies of foundations of data mining from theoretical, practical, algorithmical, and managerial perspectives. The following is a brief summary of the papers contained in this book.

Foundations Of Data Mining And Knowledge Discovery

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Author : Tsau Young Lin
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-09-02

Foundations Of Data Mining And Knowledge Discovery written by Tsau Young Lin 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 2005-09-02 with Computers categories.

"Foundations of Data Mining and Knowledge Discovery" contains the latest results and new directions in data mining research. Data mining, which integrates various technologies, including computational intelligence, database and knowledge management, machine learning, soft computing, and statistics, is one of the fastest growing fields in computer science. Although many data mining techniques have been developed, further development of the field requires a close examination of its foundations. This volume presents the results of investigations into the foundations of the discipline, and represents the state of the art for much of the current research. This book will prove extremely valuable and fruitful for data mining researchers, no matter whether they would like to uncover the fundamental principles behind data mining, or apply the theories to practical applications.

Data Mining Foundations And Intelligent Paradigms

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Author : Dawn E. Holmes
language : en
Publisher:
Release Date :

Data Mining Foundations And Intelligent Paradigms written by Dawn E. Holmes and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.

Data Warehousing And Knowledge Discovery

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Author :
language : en
Publisher:
Release Date : 2004

Data Warehousing And Knowledge Discovery written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Data mining categories.

Foundations And Advances In Data Mining

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Author : Wesley Chu
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-09-15

Foundations And Advances In Data Mining written by Wesley Chu 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 2005-09-15 with Computers categories.

With the growing use of information technology and the recent advances in web systems, the amount of data available to users has increased exponentially. Thus, there is a critical need to understand the content of the data. As a result, data-mining has become a popular research topic in recent years for the treatment of the "data rich and information poor" syndrome. In this carefully edited volume a theoretical foundation as well as important new directions for data-mining research are presented. It brings together a set of well respected data mining theoreticians and researchers with practical data mining experiences. The presented theories will give data mining practitioners a scientific perspective in data mining and thus provide more insight into their problems, and the provided new data mining topics can be expected to stimulate further research in these important directions.

Third International Conference On Foundations Of Computer Aided Process Operations

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Author : Joseph F. Pekny
language : en
Publisher:
Release Date : 1998

Third International Conference On Foundations Of Computer Aided Process Operations written by Joseph F. Pekny and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Science categories.

With an international scope this book compiles the best available knowledge from experts working in more than 21 countries. Combining summaries from a number of sessions from the recent symposium and dealing with the use of computers in support of process operations.

Foundations And Novel Approaches In Data Mining

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Author : Tsau Young Lin
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-11-03

Foundations And Novel Approaches In Data Mining written by Tsau Young Lin 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 2005-11-03 with Mathematics categories.

Data-mining has become a popular research topic in recent years for the treatment of the "data rich and information poor" syndrome. Currently, application oriented engineers are only concerned with their immediate problems, which results in an ad hoc method of problem solving. Researchers, on the other hand, lack an understanding of the practical issues of data-mining for real-world problems and often concentrate on issues that are of no significance to the practitioners. In this volume, we hope to remedy problems by (1) presenting a theoretical foundation of data-mining, and (2) providing important new directions for data-mining research. A set of well respected data mining theoreticians were invited to present their views on the fundamental science of data mining. We have also called on researchers with practical data mining experiences to present new important data-mining topics.

Using Conceptual Structures

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Author : Bernhard Ganter
language : en
Publisher:
Release Date : 2003

Using Conceptual Structures written by Bernhard Ganter and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Computers categories.

Data Mining Foundations And Intelligent Paradigms

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Author : Dawn E. Holmes
language : en
Publisher: Springer
Release Date : 2012-02-28

Data Mining Foundations And Intelligent Paradigms written by Dawn E. Holmes and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-02-28 with Computers categories.

There are many invaluable books available on data mining theory and applications. However, in compiling a volume titled “DATA MINING: Foundations and Intelligent Paradigms: Volume 1: Clustering, Association and Classification” we wish to introduce some of the latest developments to a broad audience of both specialists and non-specialists in this field.

Research Quarterly For Exercise And Sport

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Author :
language : en
Publisher:
Release Date : 1980

Research Quarterly For Exercise And Sport written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1980 with Athletics categories.