Research Catalog

Title

Modular neural networks and type-2 fuzzy systems for pattern recognition / Patricia Melin.

Author

Melin, Patricia, 1962-

Publication

Berlin : Springer-Verlag, ©2012.

Items in the Library & Off-site

Details

Description

x, 214 pages : illustrations (some color); 24 cm.

Series Statement

Studies in computational intelligence ; v. 389

Uniform Title

Studies in computational intelligence ; v. 389.

Subject

• Pattern recognition systems
• Neural networks (Computer science)
• Fuzzy systems
• Pattern Recognition, Automated
• Neural Networks, Computer

Bibliography (note)

• Includes bibliographical references (p. [205]-211) and index.

Contents

1. Introduction to type-2 fuzzy logic in neural pattern recognition -- 2. Type-1 and Type-2 fuzzy inference systems for images edge detection -- 3. Type-2 fuzzy logic for improving training data and response integration in modular neural networks -- 4. Method for response integration in modular neural networks using type-2 fuzzy logic -- 5. Modular neural networks for person recognition using the contour segmentation of the human iris -- 6. Modular neural networks for human recognition from ear images compressed using wavelets -- 7. Signature recognition with a hybrid approach combining modular neural networks and fuzzy logic for response integration -- 8. Interval type-2 fuzzy logic for module relevance estimation in sugeno response integration of modular neural networks -- 9. Optimization of fuzzy response integrators in modular neural networks with hierarchical genetic algorithms -- 10. Modular neural network with fuzzy response integration and its optimization using genetic algorithms for human recognition based on iris, ear and voice biometrics -- 11. A comparative study of type-2 fuzzy system optimization based on parameter uncertainty of membership functions -- 12. Neural network optimization for the recognition of persons using the iris biometric measure -- 13. Optimization of neural networks for the accurate identification of persons by images of the human ear as biometric measure.

ISBN

• 9783642241383
• 3642241387
• 9783642241390
• 3642241395

LCCN

2011939329

OCLC

• ocn752068347
• 752068347
• SCSB-9342838

Owning Institutions

Princeton University Library