Introduction to Pattern Recognition : a MATLAB approach - Sergios, Theodoridis; [et....al] (Burlington; 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: MATLAB; Pattern recognition systems; Numerical analysis