Pattern recognition [electronic resource] / Sergios Theodoridis, Konstantinos Koutroumbas.
Material type: TextPublication details: Burlington, MA : Academic Press, c2009.Edition: 4th edDescription: 1 online resource (xvii, 961 p.) : illISBN:- 9780080949123 (electronic bk.)
- 0080949126 (electronic bk.)
- 006.4 22
Item type | Current library | Call number | Copy number | Status | Date due | Barcode | Item holds | |
---|---|---|---|---|---|---|---|---|
Books | Central Library, KUET General Stacks | 006.4 THE (Browse shelf(Opens below)) | 01 | Available | 3010047911 |
Description based on print version record.
Includes bibliographical references and index.
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.
Mode of access: World Wide Web.
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