Contact
How to shop
Delivery
Shopping guide
Optimization Based Data Mining: Theory and Applications
English
249 b
Up to 30 days for returns
Customers also purchased
/
Paperback
28.31
€
/
Paperback
12.13
€
/
Paperback
13.65
€
/
Paperback
34.89
€
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.
About the book
English
Give this book today
It's easy
1 Add to cart and choose Deliver as present at the checkout 2 We'll send you a voucher 3 The book will arrive at the recipient's addressYou might also be interested in
/
Paperback
32.06
€
/
Paperback
154.36
€
Hi! I'm Libroamiko, your book advisor.
How can I help you?