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Published by Oxford University Press, 1997
ISBN 10: 0195079205 ISBN 13: 9780195079203
Language: English
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Published by Oxford University Press, 1997
ISBN 10: 0195079205 ISBN 13: 9780195079203
Language: English
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Published by Oxford University Press, 1997
ISBN 10: 0195079205 ISBN 13: 9780195079203
Language: English
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Published by Oxford University Press, 1997
ISBN 10: 0195079205 ISBN 13: 9780195079203
Language: English
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Published by Oxford University Press, 1997
ISBN 10: 0195079205 ISBN 13: 9780195079203
Language: English
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Published by Oxford University Press Inc Feb 1997, 1997
ISBN 10: 0195079205 ISBN 13: 9780195079203
Language: English
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Add to basketBuch. Condition: Neu. Neuware - Pattern Recognition Using Neural Networks covers traditional linear pattern recognition and its nonlinear extension via neural networks. The approach is algorithmic for easy implementation on a computer, which makes this a refreshing what-why-and-how text that contrasts with the theoretical approach and pie-in-the-sky hyperbole of many books on neural networks. It covers the standard decision-theoretic pattern recognition of clustering via minimumdistance, graphical and structural methods, and Bayesian discrimination. Looney has written a graduate level textbook combining the fields of pattern recognition and neural networks. It contains some theory of why the most useful networks work, the pitfalls, the algorithms to implement them, and their applications. This text is suitable for an advanced undergraduate or graduate level course in pattern recognition or neural networks for students in computer science or electrical and computer engineering. It is also useful as a reference and a resource for practitioners and researchers.