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 2010| Item type | Current location | Call number | Copy number | Status | Date due | Barcode |
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| 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 / | 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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