Pattern Recognition and Neural Networks - Softcover

Ripley, Brian D.

 
9780521717700: Pattern Recognition and Neural Networks
Softcover
ISBN 10: 0521717701 ISBN 13: 9780521717700
Verlag: Cambridge University Press, 2008

Inhaltsangabe

This 1996 book is a reliable account of the statistical framework for pattern recognition and machine learning. With unparalleled coverage and a wealth of case-studies this book gives valuable insight into both the theory and the enormously diverse applications (which can be found in remote sensing, astrophysics, engineering and medicine, for example). So that readers can develop their skills and understanding, many of the real data sets used in the book are available from the author's website: www.stats.ox.ac.uk/~ripley/PRbook/. For the same reason, many examples are included to illustrate real problems in pattern recognition. Unifying principles are highlighted, and the author gives an overview of the state of the subject, making the book valuable to experienced researchers in statistics, machine learning/artificial intelligence and engineering. The clear writing style means that the book is also a superb introduction for non-specialists.

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Über die Autorin bzw. den Autor

Brian Ripley is the Professor of Applied Statistics at the University of Oxford and a member of the Department of Statistics as well as a Professorial Fellow of St. Peter's College.

Von der hinteren Coverseite

Known for his hype-free approach to neural networks, Brian Ripley here provides an excellent text on the statistics of pattern classifiers and the application of neural techniques...Ripley's text will be rightly popular with newcomers to the area for its ability to present the mathematics of statistical pattern recognition and neural networks in an accessible format and engaging style.

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Verlag
Cambridge University Press
Erscheinungsdatum
2008
Sprache
Englisch
ISBN 10 
0521717701
ISBN 13 
9780521717700
Einband
Tapa blanda
Auflage
1
Anzahl der Seiten
416
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Avery
https://www.avery.fr/

chemin des peupliers 27
Dardilly
Frankreich

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9780521460866: Pattern Recognition and Neural Networks

Vorgestellte Ausgabe

ISBN 10:  0521460867 ISBN 13:  9780521460866
Verlag: Cambridge University Press, 1996
Hardcover