Introduction to pattern recognition : a MATLAB approach / Sergios Theodoridis ... [et al.].
Contributor(s): Theodoridis, Sergios.
Publisher: Amsterdam : Elsevier/Academic Press, c2010Description: x, 219 p. : ill. ; 24 cm.ISBN: 0123744865 (pbk.); 9780123744869 (pbk.).Subject(s): MATLAB | Pattern recognition systems | Pattern recognition systems -- Mathematics | Numerical analysisDDC classification: 006.4Item type | Current location | Call number | Copy number | Status | Notes | Date due | Barcode |
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Main Collection | Taylor's Library-TU | 006.4 INT 2010 (Browse shelf) | 1 | Available | SOExx,07017,02,GR | 5000024104 |
"Compliment of the book Pattern recognition, 4th edition, by S. Theodoridis and K. Koutroumbas, Academic Press, 2009."
Includes bibliographical references and index.
Classifiers based on Bayes decision theory -- Classifiers based on cost function optimization -- Data transformation : feature generation and dimensionality reduction -- Feature selection -- Template matching -- Hidden Markov models -- Clustering -- Appendix.