Pattern recognition /

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A classic -- offering comprehensive and unified coverage with a balance between theory and practice! Pattern recognition is integral to a wide spectrum of scientific disciplines and technologies including image analysis, speech recognition, audio classification, communications, computer-aided diagno...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Theodoridis, Sergios, 1951-
Otros Autores: Koutroumbas, Konstantinos, 1967-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam ; Boston : Elsevier/Academic Press, ©2006.
Edición:3rd ed.
Colección:Pattern Recognition.
Temas:
Pattern recognition systems.
Pattern Recognition, Automated
Reconnaissance des formes (Informatique)
COMPUTERS > Optical Data Processing.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Chapter 1: Introduction
  • Chapter 2: Classifiers Based on Bayes Decision Theory
  • Chapter 3: Linear Classifiers
  • Chapter 4: Nonlinear Classifiers
  • Chapter 5: Feature Selection
  • Chapter 6: Feature Generation I
  • Chapter 7: Feature Generation II
  • Chapter 8: Template Matching
  • Chapter 9: Context-Dependant Classification
  • Chapter 10: System Evaluation
  • Chapter 11: Clustering: Basic Concepts
  • Chapter 12: Clustering Algorithms I (Sequential)
  • Chapter 13: Clustering Algorithms II (Hierarchical)
  • Chapter 14: Clustering Algorithms III (Functional Optimization)
  • Chapter 15: Clustering Algorithms IV (Graph Theory)
  • Chapter 16: Cluster Validity.

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