Case-Based Reasoning on Images and Signals - Perner, Petra; SpringerLink (Online service) (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008)
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.
Keywords: Applied mathematics; Engineering mathematics; Multimedia information systems; Artificial intelligence; Optical data processing; Mathematical and Computational Engineering; Multimedia Information Systems; Artificial Intelligence; Computer Imaging, Vision, Pattern Recognition and Graphics