Optimization Based Data Mining: Theory and Applications (Advanced Information and Knowledge Processing) Book PDF, ePub eBook

Join our eBook service for unlimited books & audiobooks. Get a free 7 day subscription! ↓↓↓↓↓


Book Descriptions:

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.

Optimization Based Data Mining: Theory and Applications (Advanced Information and Knowledge Processing) by Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

From reader reviews:

Mildred Perkins:

This book untitled Optimization Based Data Mining: Theory and Applications (Advanced Information and Knowledge Processing) to be one of several books that will best seller in this year, that's because when you read this e-book you can get a lot of benefit in it. You will easily to buy that book in the book retail store or you can order it via online. The publisher in this book sells the e-book too. It makes you easier to read this book, as you can read this book in your Cell phone. So there is no reason to your account to past this publication from your list.

Chuck Deschenes:

The book untitled Optimization Based Data Mining: Theory and Applications (Advanced Information and Knowledge Processing) contain a lot of information on the item. The writer explains the girl idea with easy means. The language is very clear and understandable all the people, so do not worry, you can easy to read it. The book was authored by famous author. The author gives you in the new period of time of literary works. You can actually read this book because you can read on your smart phone, or product, so you can read the book in anywhere and anytime. If you want to buy the e-book, you can open up their official web-site as well as order it. Have a nice study.

Sharonda Adair:

Is it anyone who having spare time in that case spend it whole day by means of watching television programs or just resting on the bed? Do you need something totally new? This Optimization Based Data Mining: Theory and Applications (Advanced Information and Knowledge Processing) can be the respond to, oh how comes? A fresh book you know. You are consequently out of date, spending your free time by reading in this fresh era is common not a nerd activity. So what these guides have than the others?

Henry Stanton:

Reading a book make you to get more knowledge from it. You can take knowledge and information from a book. Book is prepared or printed or descriptive from each source that will filled update of news. With this modern era like right now, many ways to get information are available for an individual. From media social including newspaper, magazines, science reserve, encyclopedia, reference book, fresh and comic. You can add your understanding by that book. Are you ready to spend your spare time to spread out your book? Or just in search of the Optimization Based Data Mining: Theory and Applications (Advanced Information and Knowledge Processing) when you required it?