Introduction to pattern recognition : a MATLAB approach - Theodoridis, Sergios, 1951-; Theodoridis, Sergios, 1951- (Burlington, MA : Academic Press, 2010)
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.
"Compliment of the book Pattern recognition, 4th edition, by S. Theodoridis and K. Koutroumbas, Academic Press, 2009."
Includes bibliographical references and index.
Keywords: Pattern recognition systems; Pattern recognition systems -- Mathematics; Numerical analysis