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投稿
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Pattern Recognition
by Sergios Theodoridis, Konstantinos Koutroumbas🔍 Pattern Recognition – Click Here 🔍
- Release date: September 1, 2008
- ISBN: 9781597492720 (1597492728)
- Publisher: Academic Press
- Genres: textbooks, science
- Language: english
- Author: Sergios Theodoridis, Konstantinos Koutroumbas
- Format: hardcover, 961 pages
About The Book
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.
– More Matlab code is available, together with an accompanying manual, via this site
– 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.
– An accompanying book with Matlab code of the most common methods and algorithms in the book, together with a descriptive summary, and solved examples including real-life data sets in imaging, and audio recognition. The companion book will be available separately or at a special packaged price (ISBN: 9780123744869).
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