Name: Pattern Recognition, 2ed, An Indian Adaptation
Brand: Wiley
SKU: 9789354244391
Price: 600.0 INR
Availability: InStock

Pattern Recognition, 2ed, An Indian Adaptation

by Richard O. Duda, Peter E. Hard, David G. Stork

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ISBN13: 9789354244391
Binding: Paperback
Subject: N/A
Publisher: Wiley
Publisher Imprint: Wiley
Publication Date: April 6, 2021
Pages: 496
Original Price: INR 799.0
Language: English
Edition: N/A
Item Weight: 500 grams
BISAC Subject(s): N/A

About The Book

Pattern Recognition is a classic reference in the field which has been an invaluable resource preferred by students, academics, researchers, and other interested readers for more than four decades. Starting with the introductory concepts of pattern classification, the book lays the theoretical foundations of Bayesian decision theory and then focuses on key topics such as parameter estimation, discriminant analysis, neural networks, and nonmetric methods. It finally covers machine learning, unsupervised learning, and different clustering techniques. The book incorporates a host of pedagogical features, including worked examples, extensive graphics, expanded exercises, and computer project topics. ·Introduction to Pattern Recognition ·Bayesian Decision Theory ·Maximum-Likelihood and Bayesian Parameter Estimation ·Nonparametric Techniques ·Linear Discriminant Functions ·Artificial Neural Networks ·Nonmetric Methods ·Algorithm-Independent Machine Learning ·Unsupervised Learning and Clustering

About The 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, Inc.

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