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The first edition, published in 1973, has become a classicreference in the field. Now with the second edition, readers willfind information on key new topics such as neural networks andstatistical pattern recognition, the theory of machine learning, and the theory of invariances.

Pattern Classification : The first edition, published in 1973, has become a classic reference in the field. Now with the second edition, readers will find information on key new topics such as neural networks and statistical pattern recognition, the theory of machine learning, and the theory of invariances. Also included are worked examples, comparisons between different methods, extensive ...

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On the number of clusters. ... these procedures for determining the number of clusters are applied to artificially constructed bivariate data containing various types of structure. To provide a variety of solutions six clustering methods are used. ... R.O. Duda, P.E. HartPattern classification and scene analysis. Wiley, New York (1973) Engelman ...

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Solutions manual, powerpoint slides, and additional resources are available to faculty using the text for their course. ... "I cut my pattern recognition teeth on a draft version of Duda and Hart (1973). Over subsequent decades, I consistently did two things: (i) recommended Duda and Hart as the best book available on pattern recognition; and ...

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Classification de modèle occupe un rôle central dans l'apprentissage automatique à partir des données. ... initial pour trouver une meilleure solution. ... R.O. Duda, P.E. Hart and D.G. Stork: Pattern Classification, Wiley; C. Bishop: Neural Networks for Pattern Recognition, ...

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