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Pattern recognition [electronic resource] / Sergios Theodoridis, Konstantinos Koutroumbas.

By: Theodoridis, Sergios, 1951-.
Contributor(s): Koutroumbas, Konstantinos, 1967-.
Material type: materialTypeLabelBookPublisher: Burlington, MA : Academic Press, c2009Edition: 4th ed.Description: 1 online resource (xvii, 961 p.) : ill.ISBN: 9780080949123 (electronic bk.); 0080949126 (electronic bk.).Subject(s): Pattern recognition systemsAdditional physical formats: Print version:: Pattern recognition.DDC classification: 006.4 Online resources: ebrary | ScienceDirect
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.
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Item type Current location Call number Copy number Status Date due Barcode Item holds
Books Books Central Library, KUET
General Stacks
006.4 THE (Browse shelf) 01 Available 3010047911
Total holds: 0

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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