Case-Based Reasoning on Images and Signals Book

Theory.- Introduction to Case-Based Reasoning.- Similarity.- Learning Distance Functions 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.- Applications.- A CBP agent for monitoring the ocean CO2 exchange rate.- Classification and Identification of Significant Information in Sensor Signals in Medical Applications.- Prototypes and Case-Based Reasoning for Medical Applications.- Case-based Reasoning for Image Segmentation by Watershed Transformation.- Similarity-based Retrieval and Indexing in the Biomedical Context.- Medical Imagery in Case-Based Reasoning.- Instance-Based Relevance Feedback in Image Retrieval Using Dissimilarity Spaces.