Pattern Recognition, 2ed, An Indian Adaptation

Book Details:

• Author: Richard O. Duda

• Publisher: Wiley

• Binding: Paperback

• Release Date: 31-12-2017

• ISBN: 9789354244391

• Language: English

• Pages: 496

• Cover: Paperback

• Dimensions: 11.1 x 8.6 x 0.9 inches

About The Book:

Pattern Recognition by Richard O. Duda is a classic and invaluable reference in the field of pattern recognition. For over four decades, it has served as a preferred resource for students, academics, researchers, and anyone with an interest in the subject. The book begins with an introduction to the basic concepts of pattern classification and then dives deep into the theoretical foundations of Bayesian decision theory.

The book covers key topics essential to the field, including:

• Parameter estimation

• Discriminant analysis

• Neural networks

• Nonmetric methods

It also addresses cutting-edge topics in machine learning, unsupervised learning, and various clustering techniques. The book is designed with numerous pedagogical features such as worked examples, extensive graphics, expanded exercises, and computer project topics. These features make the book accessible and engaging for learners at all levels.