1、[书名]Cluster Analysis for Data Mining and System Identification
2、[作者/译者]János Abonyi (Author), Balázs Feil (Author)
3、[出版社]Birkhäuser Basel
4、[关键词]Cluster Analysis
5、[内容简介]
This book presents new approaches to data mining and system identification. Algorithms that can be used for the clustering of data have been overviewed. New techniques and tools are presented for the clustering, classification, regression and visualization of complex datasets. Special attention is given to the analysis of historical process data, tailored algorithms are presented for the data driven modeling of dynamical systems, determining the model order of nonlinear input-output black box models, and the segmentation of multivariate time-series. The main methods and techniques are illustrated through several simulated and real-world applications from data mining and process engineering practice.
6、[分类] 经济管理类 >>统计学
7、[版本] 1 edition (August 17, 2007) ，英文
8、[文件格式] pdf
9、[是否完整] 是
10、[定价] $102.25
11、[ISBN号] ISBN-10: 3764379871 ISBN-13: 978-3764379872
12、[是否是扫描版] 否
13、[目录]
http://www.amazon.com/gp/reader/ ... ;p=S005#reader-link
