Data Mining: A Knowledge Discovery Approach

by Krzysztof J. Cios, Roman W. Swiniarski, Witold Pedrycz

Book Overview

Data Mining and Knowledge Discovery Process.- The Knowledge Discovery Process.- Data Understanding.- Data.- Concepts of Learning, Classification, and Regression.- Knowledge Representation.- Data Preprocessing.- Databases, Data Warehouses, and OLAP.- Feature Extraction and Selection Methods.- Discretization Methods.- Data Mining: Methods for Constructing Data Models.- Unsupervised Learning: Clustering.- Unsupervised Learning: Association Rules.- Supervised...

• Format: Paperback
• Language: English
• ISBN: 1441941207
• ISBN13: 9781441941206
• Release Date: October 2010
• Publisher: Springer
• Length: 606 Pages
• Weight: 2.35 lbs.
• Dimensions: 1.3" x 7.0" x 10.0"