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Sergios Theodoridis, Konstantinos Koutroumbas, "Pattern Recognition, Fourth Edition"



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, have provided an up-to-date, self-contained volume encapsulating this wide spectrum of information. The very latest methods are incorporated in this edition: semi-supervised learning, combining clustering algorithms, and relevance feedback.

Thoroughly developed to include many more worked examples to give greater understanding of the various methods and techniques Many more diagrams included--now in two color--to provide greater insight through visual presentation Matlab code of the most common methods are given at the end of each chapter An accompanying book with Matlab code of the most common methods and algorithms in the book, together with a descriptive summary and solved examples, and including real-life data sets in imaging and audio recognition. The companion book is available separately or at a special packaged price (Book ISBN: 9780123744869. Package ISBN: 9780123744913) Latest hot topics included to further the reference value of the text including non-linear dimensionality reduction techniques, relevance feedback, semi-supervised learning, spectral clustering, combining clustering algorithms Solutions manual, powerpoint slides, and additional resources are available to faculty using the text for their course. Register at Buy Book at Lowest Price on Amazon

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Summary: Really a bible in pattern recognition

Rating: 5

I agree with previous reviewers about the broadth and depth of the material in this book. Yes, i didn't read everything but the topics i was looking for were briefly and clearly explained. Exactly what is needed for an phD student doing his work in this field.

I am a phD candidate in computer vision lab doing the research on image based localization.

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2.5 out of 5 by Book123