Melin, Patricia

Hybrid intelligent systems for pattern recognition using soft computing : An evolutionary approach for neural networks and fuzzy systems - 1st ed. - Berlín : Springer, c2005 - xiv, 272 p. : il. ; 24 cm. - Studies in fuzziness and soft computing 172 .

1. Introduction to pattern recognition with intelligent systems -- 2. Type-1 fuzzy logic -- 3. Intuitionistic and type-2 fuzzy logic -- 4. Supervised learning neural networks -- 5. Unsupervised learning neural networks -- 6. Modular neural networks -- 7. Evolutionary computing for architecture optimization -- 8. Clustering with intelligent techniques -- 9. Face recognition with modular neural networks and fuzzy measures -- 10. Fingerprint recognition with modular neural networks and fuzzy measures -- 11. Voice recognition with neural networks, fuzzy logic and genetic algorithms -- 12. Human recognition using face, fingerprint and voice.

DIF-M2034


REDES NEURONALES
SOFT COMPUTING
RECONOCIMIENTO DE PATRONES
SISTEMAS DIFUSOS