×


 x 

Shopping cart
Shi, Yong; Tian, Yingjie; Kou, Gang; Peng, Yi; Li, Jianping - Optimization Based Data Mining: Theory and Applications - 9781447126539 - V9781447126539
Stock image for illustration purposes only - book cover, edition or condition may vary.

Optimization Based Data Mining: Theory and Applications

€ 128.09
FREE Delivery in Ireland
Description for Optimization Based Data Mining: Theory and Applications paperback. Optimization techniques have been widely adopted to implement various data mining algorithms. This book focuses on cutting-edge theoretical developments and real-life applications in optimization, covering a range of fields from finance to bioinformatics. Series: Advanced Information and Knowledge Processing. Num Pages: 332 pages, 41 black & white tables, biography. BIC Classification: UNF. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 17. Weight in Grams: 470.

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, ... Read more

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.

Show Less

Product Details

Format
Paperback
Publication date
2013
Publisher
Springer London Ltd United Kingdom
Number of pages
332
Condition
New
Series
Advanced Information and Knowledge Processing
Number of Pages
316
Place of Publication
England, United Kingdom
ISBN
9781447126539
SKU
V9781447126539
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

Reviews for Optimization Based Data Mining: Theory and Applications

Goodreads reviews for Optimization Based Data Mining: Theory and Applications


Subscribe to our newsletter

News on special offers, signed editions & more!