Pattern recognition /
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Book |
| Language: | English |
| Published: |
Amsterdam ; London :
Elsevier/Academic Press,
c2009
|
| Edition: | 4th ed. |
| Subjects: |
Table of Contents:
- Classifiers based on Bayes Decision Theory
- Linear classifiers
- Nonlinear classifiers
- Feature selection
- Feature generation I : data transformation and dimensionality reduction
- Feature generation II
- Template matching
- Context-dependent classification
- Supervised learning : the epilogue
- Clustering algorithms I : sequential algorithms
- Clustering algorithms II : hierarchial algorithms
- Clustering algorithms III : schemes based on function optimization
- Clustering algorithms IV
- Cluster validity.