Pattern Recognition And Machine Learning

Author: Christopher M. Bishop
Publisher: Springer Verlag
ISBN: 9780387310732
Size: 45.18 MB
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The field of pattern recognition has undergone substantial development over the years. This book reflects these developments while providing a grounding in the basic concepts of pattern recognition and machine learning.

Pattern Recognition And Machine Learning

Author: Christopher M. Bishop
Publisher: Springer Verlag
ISBN: 9780387310732
Size: 34.90 MB
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This is the first text on pattern recognition to present the Bayesian viewpoint, one that has become increasing popular in the last five years.

Pattern Recognition And Machine Learning

Author: Christopher M. Bishop
Publisher:
ISBN: 9788132209065
Size: 35.26 MB
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The field of pattern recognition has undergone substantial development over the years. This book reflects these developments while providing a grounding in the basic concepts of pattern recognition and machine learning.

Pattern Recognition And Machine Learning

Author: Y. Anzai
Publisher: Elsevier
ISBN: 0080513638
Size: 70.61 MB
Format: PDF, Mobi
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This is the first text to provide a unified and self-contained introduction to visual pattern recognition and machine learning.

Introduction To Machine Learning

Author: Ethem Alpaydin
Publisher: MIT Press
ISBN: 0262028182
Size: 30.64 MB
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A substantially revised third edition of a comprehensive textbook that covers a broad range of topics not often included in introductory texts.

Information Theory Inference And Learning Algorithms

Author: David J. C. MacKay
Publisher: Cambridge University Press
ISBN: 9780521642989
Size: 63.53 MB
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Fun and exciting textbook on the mathematics underpinning the most dynamic areas of modern science and engineering.

Bayesian Reasoning And Machine Learning

Author: David Barber
Publisher: Cambridge University Press
ISBN: 0521518148
Size: 73.16 MB
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A practical introduction perfect for final-year undergraduate and graduate students without a solid background in linear algebra and calculus.

Combining Pattern Classifiers

Author: Ludmila I. Kuncheva
Publisher: John Wiley & Sons
ISBN: 9780471660255
Size: 74.92 MB
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Introduction To Pattern Recognition A Matlab Approach

Author: Sergios Theodoridis
Publisher: Academic Press
ISBN: 0080922759
Size: 11.31 MB
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This text is designed for electronic engineering, computer science, computer engineering, biomedical engineering and applied mathematics students taking graduate courses on pattern recognition and machine learning as well as R&D engineers ...

Machine Learning

Author: Kevin P. Murphy
Publisher: MIT Press
ISBN: 0262018020
Size: 38.40 MB
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A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach.