This book covers the fundamental concepts of data mining, to demonstrate the potential of gathering large sets of data, and analyzing these data sets to gain useful business understanding. The book is organized in three parts. Part I introduces concepts. Part II describes and demonstrates basic data mining algorithms. It also contains chapters on a number of different techniques often used in data mining. Part III focuses on business applications of data mining.They are relatively simple models, but face the limitation that most commercial data mining software does not include them ... included temporal (dates), numerical (costs, mileage), and categorical (labor codes, repair types, automobile types).
|Title||:||Advanced Data Mining Techniques|
|Author||:||David L. Olson, Dursun Delen|
|Publisher||:||Springer Science & Business Media - 2008-01-01|