Cluster Analysis for Data Mining and System Identification
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 g...
| Main Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Basel
Birkhäuser
2007, 2007
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| Edition: | 1st ed. 2007 |
| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Classical Fuzzy Cluster Analysis
- Visualization of the Clustering Results
- Clustering for Fuzzy Model Identification — Regression
- Fuzzy Clustering for System Identification
- Fuzzy Model based Classifiers
- Segmentation of Multivariate Time-series