Pattern Recognition Programming

New PDF release: Pattern Recognition

By Sergios Theodoridis,Konstantinos Koutroumbas

ISBN-10: 1597492728

ISBN-13: 9781597492720

This publication considers classical and present idea and perform, of supervised, unsupervised and semi-supervised development acceptance, to construct an entire history for pros and scholars of engineering. The authors, top specialists within the box of trend popularity, have supplied an updated, self-contained quantity encapsulating this huge spectrum of knowledge. The very most recent equipment are included during this version: semi-supervised studying, combining clustering algorithms, and relevance feedback.

  • Thoroughly constructed to incorporate many extra labored examples to offer larger figuring out of some of the tools and methods
  • Many extra diagrams included--now in color--to supply better perception via visible presentation
  • Matlab code of the most typical equipment are given on the finish of every bankruptcy
  • An accompanying publication with Matlab code of the commonest tools and algorithms within the publication, including a descriptive precis and solved examples, and together with real-life info units in imaging and audio attractiveness. The spouse booklet is accessible individually or at a distinct packaged expense (Book ISBN: 9780123744869. package deal ISBN: 9780123744913)
  • Latest sizzling themes incorporated to additional the reference worth of the textual content together with non-linear dimensionality relief recommendations, relevance suggestions, semi-supervised studying, spectral clustering, combining clustering algorithms
  • Solutions handbook, powerpoint slides, and extra assets can be found to school utilizing the textual content for his or her course.
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    Pattern Recognition by Sergios Theodoridis,Konstantinos Koutroumbas


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