Data Mining Concepts, Models and Techniques /

• Main Author: Gorunescu, Florin (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
• Series: Intelligent Systems Reference Library, 12
• Subjects: Engineering.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).

The knowledge discovery process is as old as Homo sapiens. Until some time ago this process was solely based on the ‘natural personal' computer provided by Mother Nature. Fortunately, in recent decades the problem has begun to be solved based on the development of the Data mining technology, ai...

Table of Contents:

• Introduction to Data Mining
• The ”data-mine”
• Exploratory data analysis
• Classification and decision trees
• Data mining techniques and models
• Classification performance evaluation.