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Pattern Recognition and Machine Learning (Information Science and Statistic…



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 or machine learning concepts is assumed. Familiarity with multivariate calculus and basic linear…

Pattern Recognition And Machine Learning

ISBN 10 : 0387310738
ISBN 13 : 9780387310732

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 pa..


Mathematical Methodologies In Pattern Recognition And Machine Learning

ISBN 10 : 9781461450764
ISBN 13 : 1461450764

This volume features key contributions from the International Conference on Pattern Recognition Applications and Methods, (ICPRAM 2012,) held in Vilamoura, Algarve, Portugal from F..


Robotics

ISBN 10 : 9780262513098
ISBN 13 : 0262513099

State-of-the-art robotics research on such topics as manipulation, motion planning,micro-robotics, distributed systems, autonomous navigation, and mapping...


Soft Computing In Computer And Information Science

ISBN 10 : 9783319151472
ISBN 13 : 3319151479

This book presents a carefully selected and reviewed collection of papers presented during the 19th Advanced Computer Systems conference ACS-2014. The Advanced Computer Systems con..


Artificial Neural Networks In Pattern Recognition

ISBN 10 : 9783642332128
ISBN 13 : 3642332129

This book constitutes the refereed proceedings of the 5th INNS IAPR TC3 GIRPR International Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2012, held in Trent..


Similarity Based Pattern Recognition

ISBN 10 : 9783319242613
ISBN 13 : 331924261X

This book constitutes the proceedings of the Third International Workshop on Similarity Based Pattern Analysis and Recognition, SIMBAD 2015, which was held in Copenahgen, Denmark, ..


Pattern Recognition Machine Intelligence And Biometrics

ISBN 10 : 9783642224072
ISBN 13 : 3642224075

"Pattern Recognition, Machine Intelligence and Biometrics" covers the most recent developments in Pattern Recognition and its applications, using artificial intelligence technologi..


Pattern Recognition And Machine Learning

ISBN 10 : 9781461575665
ISBN 13 : 1461575664

This book contains the Proceedings of the US-Japan Seminar on Learning Process in Control Systems. The seminar, held in Nagoya, Japan, from August 18 to 20, 1970, was sponsored by ..


Encyclopedia Of Information Science And Technology Fourth Edition

ISBN 10 : 9781522522560
ISBN 13 : 1522522565

In recent years, our world has experienced a profound shift and progression in available computing and knowledge sharing innovations. These emerging advancements have developed at ..


Introduction To Statistical Machine Learning

ISBN 10 : 9780128023501
ISBN 13 : 0128023503

Machine learning allows computers to learn and discern patterns without actually being programmed. When Statistical techniques and machine learning are combined together they are a..