| |
This book is a systematic account of the major topics in pattern recognition, based whenever possible on fundamental principles. The second edition is carefully designed to be both a professional reference and a textbook with ample examples and problems and two color printing to present illustrations to best advantage. ... More Table of contents : · 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 Market Description : · Senior and Graduate level courses · Professionals in Computer Science and Electrical Engineering · Researchers in speech recognition, optical character recognition, signal analysis, image processing About Author : Richard O. Duda is Professor in the Electrical Engineering Department at San Jose State University, San Jose, California. Peter E. Hart is Chief Executive Officer and President of Ricoh Innovations, Inc. in Menlo Park, California. David G. Stork is Chief Scientist, also at Ricoh Innovations...
ISBN : 9788126511167
|
| |
|