[Télécharger] Pattern Recognition and Neural Networks de Brian D. Ripley Pdf Epub
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Auteur : Brian D. Ripley
Catégorie : Livres anglais et étrangers,Computers & Internet,Programming
Broché : * pages
Éditeur : *
Langue : Français, Anglais
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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Neural Networks for Pattern Recognition / MIT Press eBooks ~ Neural Networks for Pattern Recognition takes the pioneering work in artificial neural networks by Stephen Grossberg and his colleagues to a new level. In a simple and accessible way it extends embedding field theory into areas of machine intelligence that have not been clearly dealt with before. Following a tutorial of existing neural networks for pattern classification, Nigrin expands on .
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NEURAL NETWORKS and PATTERN RECOGNITION ~ XV A survey of neural network algorithms and their implementation in the Classiflcation Toolbox (PATT) by Stork and Elad Yom{Tov [3]. References [1] Richard O. Duda, P.E. Hart, David G. Stork: Pattern Classiflcation, 2nd Edition, Wiley 2001. [2] Andrew Webb, Statistical Pattern Recognition, 2nd Edition. Wiley 2002, Reprint September 2004.
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