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Pattern Recognition Book

Pattern Recognition
Pattern Recognition, This book considers classical and current theory and practice, of supervised, unsupervised and semi-supervised pattern recognition, to build a complete background for professionals and students of engineering. The authors, leading experts in the field of , Pattern Recognition has a rating of 3 stars
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Pattern Recognition, This book considers classical and current theory and practice, of supervised, unsupervised and semi-supervised pattern recognition, to build a complete background for professionals and students of engineering. The authors, leading experts in the field of , Pattern Recognition
3 out of 5 stars based on 2 reviews
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  • Pattern Recognition
  • Written by author Sergios Theodoridis
  • Published by Elsevier Science, November 2008
  • This book considers classical and current theory and practice, of supervised, unsupervised and semi-supervised pattern recognition, to build a complete background for professionals and students of engineering. The authors, leading experts in the field of
  • A classic — offering comprehensive and unified coverage with a balance between theory and practice!Pattern recognition is integral to a wide spectrum of scientific disciplines and technologies including image analysis, speech recognition and audio
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Book Categories

Authors

Ch. 1Introduction1
Ch. 2Classifiers based on Bayes decision theory13
Ch. 3Linear classifiers69
Ch. 4Nonlinear classifiers121
Ch. 5Feature selection213
Ch. 6Feature generation I : linear transforms263
Ch. 7Feature generation II327
Ch. 8Template matching397
Ch. 9Context-dependent classification427
Ch. 10System evaluation471
Ch. 11Clustering : basic concepts483
Ch. 12Clustering algorithms I : sequential algorithms517
Ch. 13Clustering algorithms II : hierarchical algorithms541
Ch. 14Clustering algorithms III : schemes based on function optimization589
Ch. 15Clustering algorithms IV653
Ch. 16Cluster validity733
App. AHints from probability and statistics785
App. BLinear algebra basics797
App. CCost function optimization801
App. DBasic definitions from linear systems theory819


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Pattern Recognition, This book considers classical and current theory and practice, of supervised, unsupervised and semi-supervised pattern recognition, to build a complete background for professionals and students of engineering. The authors, leading experts in the field of , Pattern Recognition

Pattern Recognition

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Pattern Recognition, This book considers classical and current theory and practice, of supervised, unsupervised and semi-supervised pattern recognition, to build a complete background for professionals and students of engineering. The authors, leading experts in the field of , Pattern Recognition

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