Cluster Analysis for Data Mining and System Identification
Author | : János Abonyi |
Publisher | : Birkhäuser |
Total Pages | : 306 |
Release | : 2009-09-03 |
ISBN-10 | : 376439174X |
ISBN-13 | : 9783764391744 |
Rating | : 4/5 (744 Downloads) |
Download or read book Cluster Analysis for Data Mining and System Identification written by János Abonyi and published by Birkhäuser. This book was released on 2009-09-03 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of this book is to illustrate that advanced fuzzy clustering algorithms can be used not only for partitioning of the data. It can also be used for visualization, regression, classification and time-series analysis, hence fuzzy cluster analysis is a good approach to solve complex data mining and system identification problems. This book is oriented to undergraduate and postgraduate and is well suited for teaching purposes.