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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..


La Se Al Y El Ruido

ISBN 10 : 9788499423234
ISBN 13 : 849942323X

El ser humano está obligado a planifi car. A prever lo que podría ocurrir, para estar preparado. Pero el mundo cada vez va más rápido, y la información de que disponemos se ac..


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..


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..


Encyclopedia Of Information Science And Technology Third Edition

ISBN 10 : 9781466658899
ISBN 13 : 1466658894

"This 10-volume compilation of authoritative, research-based articles contributed by thousands of researchers and experts from all over the world emphasized modern issues and the p..


Machine Learning And Data Mining In Pattern Recognition

ISBN 10 : 9783642231995
ISBN 13 : 3642231993

This book constitutes the refereed proceedings of the 7th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2011, held in New York, NY, USA...


Advances In Geo Spatial Information Science

ISBN 10 : 9780415620932
ISBN 13 : 0415620937

Advances in Geo-Spatial Information Science presents recent advances regarding fundamental issues of geo-spatial information science (space and time, spatial analysis, uncertainty ..


Structural Syntactic And Statistical Pattern Recognition

ISBN 10 : 9783540896883
ISBN 13 : 3540896880

This book constitutes the refereed proceedings of the 12th International Workshop on Structural and Syntactic Pattern Recognition, SSPR 2008 and the 7th International Workshop on S..


C Mo Crear Una Mente

ISBN 10 : 9783944203171
ISBN 13 : 3944203178

2029: año en el que la inteligencia artificial no podrá distinguirse de la humana. Este es el horizonte hacia el que mira "Cómo crear una mente". Siguiendo la estela de "La Sing..


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 ..