Read Optimization Based Data Mining: Theory and Applications (Advanced Information and Knowledge Processing)

Optimization Based Data Mining: Theory and Applications (Advanced Information and Knowledge Processing)

Unknown Author

4.9/5 (15474 ratings)

Description: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.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Optimization Based Data Mining: Theory and Applications (Advanced Information and Knowledge Processing). To get started finding Optimization Based Data Mining: Theory and Applications (Advanced Information and Knowledge Processing), you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

Pages: —

Format: PDF, EPUB & Kindle Edition

Publisher: —

Release: —

ISBN: 0857295047

Description: 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.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Optimization Based Data Mining: Theory and Applications (Advanced Information and Knowledge Processing). To get started finding Optimization Based Data Mining: Theory and Applications (Advanced Information and Knowledge Processing), you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

Special Offer | $0.00

Special Offer! | $0.00

Optimization Based Data Mining: Theory and Applications (Advanced Information and Knowledge Processing)

Optimization Based Data Mining: Theory and Applications (Advanced Information and Knowledge Processing)

More Books

Analog Circuits and Systems Optimization based on Evolutionary Computation Techniques

Analog Circuits and Systems Optimization based on Evolutionary Computation Techniques

Investment Strategies Optimization based on a SAX-GA Methodology

Investment Strategies Optimization based on a SAX-GA Methodology

Introduction to Optimization-Based Decision-Making

Introduction to Optimization-Based Decision-Making

Machine Vision Inspection Systems, Machine Learning-Based Approaches

Machine Vision Inspection Systems, Machine Learning-Based Approaches

Soft Computing Based Medical Image Analysis

Soft Computing Based Medical Image Analysis

Decision Systems

Decision Systems

Metalearning

Metalearning

Analog Integrated Circuit Design Automation

Analog Integrated Circuit Design Automation

Green Power, Materials and Manufacturing Technology and Applications

Green Power, Materials and Manufacturing Technology and Applications