Bishop, Christopher M.

Pattern recognition and machine learning - New York : Springer, 2006 - xx, 738 p. ; ill. (chiefly color), 25 cm. - Information science and statistics .

Includes bibliographical references and index.

The book is suitable for courses on machine learning, statistics, computer science, signal processing, computer vision, data mining, and bioinformatics. Extensive support is provided for course instructors, including more than 400 exercises, graded according to difficulty. Example solutions for a subset of the exercises are available from the book web site, while solutions for the remainder can be obtained by instructors from the publisher. The book is supported by a great deal of additional material, and the reader is encouraged to visit the book web site for the latest information.

9781493938438


Machine Learning
Computers and IT
Pattern Recognition, Automated
Pattern Recognition Systems
Structural Perception

006.37 / BIS

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