Hybrid intelligent systems for pattern recognition using soft computing : An evolutionary approach for neural networks and fuzzy systems

By: Contributor(s): Material type: TextTextSeries: Studies in fuzziness and soft computing ; 172Publication details: Berlín : Springer, c2005Edition: 1st edDescription: xiv, 272 p. : il. ; 24 cmSubject(s):
Contents:
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.
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Libros Libros Biblioteca Fac.Informática I.5 MEL (Browse shelf(Opens below)) Available DIF-02891

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.

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