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Case-Based Reasoning on Images and Signals

This book is the first edited book that deals with the special topic of signals and images within Case-Based Reasoning (CBR). Signal-interpreting systems are becoming increasingly popular in medical, industrial, ecological, biotechnological and many other applications. Existing statistical and knowl...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Perner, Petra (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Colección:Studies in Computational Intelligence, 73
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • to Case-Based Reasoning for Signals and Images
  • Similarity
  • Distance Function Learning for Supervised Similarity Assessment
  • Induction of Similarity Measures for Case Based Reasoning Through Separable Data Transformations
  • Graph Matching
  • Memory Structures and Organization in Case-Based Reasoning
  • Learning a Statistical Model for Performance Prediction in Case-Based Reasoning
  • A CBR Agent for Monitoring the Carbon Dioxide Exchange Rate from Satellite Images
  • Extracting Knowledge from Sensor Signals for Case-Based Reasoning with Longitudinal Time Series Data
  • Prototypes and Case-Based Reasoning for Medical Applications
  • Case-Based Reasoning for Image Segmentation by Watershed Transformation
  • Similarity-Based Retrieval for Biomedical Applications
  • Medical Imagery in Case-Based Reasoning
  • Instance-Based Relevance Feedback in Image Retrieval Using Dissimilarity Spaces.