Data Mining Theories, Algorithms, and Examples |
|
| Author:
| Ye, Nong |
| Series title: | Human Factors and Ergonomics Ser. |
| ISBN: | 978-1-4398-0839-9 |
| Publication Date: | Jul 2013 |
| Publisher: | Taylor & Francis Group
|
| Imprint: | CRC Press |
| Book Format: | Digital (delivered electronically) |
| List Price: | USD $54.95USD $640.00USD $640.00 |
Book Description:
|
Written for those with a science and engineering background, this book introduces and explains a comprehensive set of data mining techniques from various data mining fields. Concepts and methodologies are illustrated through numerous examples of data mining applications in cyber attack detection, discovery of neuronal population dynamics, and manufacturing quality control. Other topics include methodologies for mining classification and prediction patterns, mining clustering, and...
More DescriptionWritten for those with a science and engineering background, this book introduces and explains a comprehensive set of data mining techniques from various data mining fields. Concepts and methodologies are illustrated through numerous examples of data mining applications in cyber attack detection, discovery of neuronal population dynamics, and manufacturing quality control. Other topics include methodologies for mining classification and prediction patterns, mining clustering, and mining data reduction patterns and sequential and time series patterns.