
Neuro-Fuzzy Pattern Recognition
Methods in Soft Computing
Wiley (Publisher)
Published on 24. September 1999
Book
Hardback
XXVI, 378 pages
978-0-471-34844-3 (ISBN)
Description
Pattern recognition is of great importance in many aspects of computer technologies, especially human-computer interactions. Voice recognition software, intelligent agents, and machine vision systems are all examples of technologies utilising pattern recognition. Written by an internationally known neural network expert, this book applies fuzzy logic and neural networks to the task of pattern recognition. It presents contemporary state-of-the-art technology in pattern recognition.
More details
Series
Language
English
Place of publication
New York
United States
Publishing group
John Wiley and Sons Ltd
Target group
College/higher education
Professional and scholarly
Illustrations
Illustrations
Dimensions
Height: 24.5 cm
Width: 16.5 cm
Weight
704 gr
ISBN-13
978-0-471-34844-3 (9780471348443)
Schweitzer Classification
Content
Fuzzy logic and neural networks; models, integration and soft computing; pattern classification; other applications of fuzzy MLP; self-organization, pixel classification and object extraction; feature evaluation; rule generation and inferencing; using knowledge-based networks and fuzzy sets; rough-fuzzy knowledge-based networks and fuzzy sets.