Introduction to pattern recognition [electronic resource] : a MATLAB approach / Sergios Theodoridis ... [et al.].
Publisher: Amsterdam : Academic Press, 2010Description: x, 219 p. : ill001: 44540Subject(s): MATLAB | Pattern recognition systems | Pattern recognition systems -- Mathematics | Numerical analysisGenre/Form: Electronic books.DDC classification: 006.4 LOC classification: TK7882.P3 | I58 2010Online resources: Click to View| Item type | Current library | Collection | Call number | Copy number | Status | Date due | Barcode | |
|---|---|---|---|---|---|---|---|---|
| eBooks | MAIN LIBRARY Electronic Books | ONLINE | 006.4 22 (Browse shelf(Opens below)) | 1 | Available | 44540-1001 |
"Compliment of the book Pattern recognition, 4th edition, by S. Theodoridis and K. Koutroumbas, Academic Press, 2009".
Includes bibliographical references (p. 215) 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.
Electronic reproduction. Ann Arbor, MI : ProQuest, 2015. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.
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