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Classifiers based o 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: basic concepts -- Clustering algorithms I: sequential algorithms -- Clustering algorithms II: hierarchical algorithms -- Clustering algorithms III: schemes based on function optimization --Cluster algorithms IV -- Cluster validity
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Pattern Recognition, Sergios Theodoridis, Konstantinos Koutroumbas
- Language
- Released
- 2009
- product-detail.submit-box.info.binding
- (Hardcover)
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- Title
- Pattern Recognition
- Language
- English
- Publisher
- Elsevier
- Released
- 2009
- Format
- Hardcover
- Pages
- 961
- ISBN10
- 1597492728
- ISBN13
- 9781597492720
- Series
- Rating
- 3.85 out of 5
- Description
- Classifiers based o 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: basic concepts -- Clustering algorithms I: sequential algorithms -- Clustering algorithms II: hierarchical algorithms -- Clustering algorithms III: schemes based on function optimization --Cluster algorithms IV -- Cluster validity