Optimization Based Data Mining Theory And Applications

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Optimization Based Data Mining Theory And Applications

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Author : Yong Shi
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-05-16

Optimization Based Data Mining Theory And Applications written by Yong Shi 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 2011-05-16 with Computers categories.

Optimization techniques have been widely adopted to implement various data mining algorithms. In addition to well-known Support Vector Machines (SVMs) (which are based on quadratic programming), different versions of Multiple Criteria Programming (MCP) have been extensively used in data separations. Since optimization based data mining methods differ from statistics, decision tree induction, and neural networks, their theoretical inspiration has attracted many researchers who are interested in algorithm development of data mining. Optimization based Data Mining: Theory and Applications, mainly focuses on MCP and SVM especially their recent theoretical progress and real-life applications in various fields. These include finance, web services, bio-informatics and petroleum engineering, which has triggered the interest of practitioners who look for new methods to improve the results of data mining for knowledge discovery. Most of the material in this book is directly from the research and application activities that the authors’ research group has conducted over the last ten years. Aimed at practitioners and graduates who have a fundamental knowledge in data mining, it demonstrates the basic concepts and foundations on how to use optimization techniques to deal with data mining problems.

Management Science

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Author :
language : en
Publisher:
Release Date : 1954

Management Science written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1954 with Industrial management categories.

Includes special issues: The Professional series in the management sciences.

Mathematical Methods For Knowledge Discovery And Data Mining

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Author : Giovanni Felici
language : en
Publisher: IGI Global Snippet
Release Date : 2008

Mathematical Methods For Knowledge Discovery And Data Mining written by Giovanni Felici 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 Business & Economics categories.

Annotation The field of data mining has seen a demand in recent years for the development of ideas and results in an integrated structure. Mathematical Methods for Knowledge Discovery & Data Mining focuses on the mathematical models and methods that support most data mining applications and solution techniques, covering such topics as association rules; Bayesian methods; data visualization; kernel methods; neural networks; text, speech, and image recognition; and many others. This Premier Reference Source is an invaluable resource for scholars and practitioners in the fields of biomedicine, engineering, finance and insurance, manufacturing, marketing, performance measurement, and telecommunications.

Informs Conference Program

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Author : Institute for Operations Research and the Management Sciences. National Meeting
language : en
Publisher:
Release Date : 2000

Informs Conference Program written by Institute for Operations Research and the Management Sciences. National Meeting and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Industrial management categories.

Informs Annual Meeting

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Author : Institute for Operations Research and the Management Sciences. National Meeting
language : en
Publisher:
Release Date : 2009

Informs Annual Meeting written by Institute for Operations Research and the Management Sciences. National Meeting and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Industrial management categories.

Kdd 96

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Author : Evangelos Simoudis
language : en
Publisher:
Release Date : 1996

Kdd 96 written by Evangelos Simoudis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Computers categories.

Dissertation Abstracts International

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Author :
language : en
Publisher:
Release Date : 2008

Dissertation Abstracts International 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 Dissertations, Academic categories.

Information Security And Ethics

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Author : Hamid R. Nemati
language : en
Publisher:
Release Date : 2008

Information Security And Ethics written by Hamid R. Nemati and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Computer security categories.

"This compilation serves as the ultimate source on all theories and models associated with information privacy and safeguard practices to help anchor and guide the development of technologies, standards, and best practices to meet these challenges."--Provided by publisher.

Journal Of Dong Hua University

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Author :
language : en
Publisher:
Release Date : 2004

Journal Of Dong Hua University 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 Textile fabrics categories.

Cornell University Courses Of Study

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Author : Cornell University
language : en
Publisher:
Release Date : 2007

Cornell University Courses Of Study written by Cornell University and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Universities and colleges categories.