TY - GEN AU - Duda, Richard O. AU - Hart,Peter E. AU - Stork, David G. TI - Pattern Classification SN - 9780471056690 U1 - 006.4 20 PY - 2000/// CY - Estados Unidos PB - Wiley-Interscience KW - Lemb KW - Sistemas de reconocimiento de configuraciones KW - Análisis combinatorio KW - procesamiento de datos KW - Teoría Bayesiana de decisiones estadísticas KW - Análisis sucesional KW - Lingüística computacional N1 - Incluye referencias bibliográficas e índices; Bayesian Decision Theory. -- Maximum-Likelihood and Bayesian Parameter Estimation.-- Nonparametric Techniques. -- Linear Discriminant Functions. -- Multilayer Neural Networks. -- Stochastic Methods. -- Nonmetric Methods. -- Algorithm-Independent Machine Learning. -- Unsupervised Learning and Clustering. -- Appendix. -- Index N2 - 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 graphics, expanded exercises and computer project topics ER -