Pattern Recognition and Machine Learning (Informat…

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This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible. It uses graphical models to describe probability distributions when no other books apply graphical models to machine learning. No previous knowledge of pattern recognition…

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Pattern Recognition And Machine Learning


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Author by : Christopher M. Bishop
Languange Used : en
Release Date : 2006-08-17
Publisher by : Springer Verlag

The field of pattern recognition has undergone substantial development over the years. This book reflects thes

Pattern Recognition And Machine Learning


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Author by : Christopher M. Bishop
Languange Used : en
Release Date : 2006-08-17
Publisher by : Springer Verlag

This is the first text on pattern recognition to present the Bayesian viewpoint, one that has become increasin

Pattern Recognition And Machine Learning


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Author by : Christopher M. Bishop
Languange Used : en
Release Date : 2013
Publisher by :

The field of pattern recognition has undergone substantial development over the years. This book reflects thes

Pattern Recognition And Machine Learning


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Author by : Y. Anzai
Languange Used : en
Release Date : 2012-12-02
Publisher by : Elsevier

This is the first text to provide a unified and self-contained introduction to visual pattern recognition and

Sequential Methods In Pattern Recognition And Machine Learning


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Author by : K.C. Fu
Languange Used : en
Release Date : 1968
Publisher by : Academic Press

Sequential Methods in Pattern Recognition and Machine Learning

Mathematical Methodologies In Pattern Recognition And Machine Learning


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Author by : Pedro Latorre Carmona
Languange Used : en
Release Date : 2012-11-09
Publisher by : Springer Science & Business Media

This volume features key contributions from the International Conference on Pattern Recognition Applications a

Information Theory Inference And Learning Algorithms


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Author by : David J. C. MacKay
Languange Used : en
Release Date : 2003-09-25
Publisher by : Cambridge University Press

Fun and exciting textbook on the mathematics underpinning the most dynamic areas of modern science and enginee

Pattern Recognition And Machine Learning


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Author by : King-Sun Fu
Languange Used : en
Release Date : 2012-12-06
Publisher by : Springer Science & Business Media

This book contains the Proceedings of the US-Japan Seminar on Learning Process in Control Systems. The seminar

Introduction To Pattern Recognition And Machine Learning


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Author by : M Narasimha Murty
Languange Used : en
Release Date : 2015-04-22
Publisher by : World Scientific

This book adopts a detailed and methodological algorithmic approach to explain the concepts of pattern recogni

Machine Learning And Data Mining In Pattern Recognition


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Author by : Petra Perner
Languange Used : en
Release Date : 2011-08-12
Publisher by : Springer Science & Business Media

This book constitutes the refereed proceedings of the 7th International Conference on Machine Learning and Dat

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