Introduction to pattern recognition : a MATLAB approach / Sergios Theodoridis ... [et al.].
Contributor(s): Theodoridis, Sergios | Theodoridis, Sergios. Pattern recognition
Material type: TextPublisher: Burlington, MA : Academic Press, c2010Description: x, 219 p. : ill. ; 24 cmISBN: 9780123744869 (alk. paper); 0123744865 (alk. paper)Subject(s): MATLAB | Pattern recognition systems | Pattern recognition systems -- Mathematics | Numerical analysisDDC classification: 006.4 LOC classification: TK7882.P3 | I65 2010Item type | Current location | Call number | Copy number | Status | Date due | Barcode |
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Books | UM Main Library | 006.4 INT (Browse shelf) | 1 | Not For Loan | 00003263 | |
Books | UM Main Library | 006.4 INT (Browse shelf) | 2 | Available | 00003262 | |
Books | UM Main Library | 006.4 INT (Browse shelf) | 3 | Available | 00003260 | |
Books | UM Main Library | 006.4 INT (Browse shelf) | 4 | Available | 00003261 |
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006.33 INT Intelligent systems and technologies : | 006.33 INT Intelligent systems and technologies : | 006.4 INT Introduction to pattern recognition : | 006.4 INT Introduction to pattern recognition : | 006.4 INT Introduction to pattern recognition : | 006.4 INT Introduction to pattern recognition : | 006.4 PAR Pattern recognition and neural networks / |
"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.
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