Case-Based Reasoning on Images and Signals

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Perner, Petra (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008.
• Σειρά: Studies in Computational Intelligence, 73
• Θέματα: Engineering.; Multimedia information systems.; Artificial intelligence.; Computer graphics.; Applied mathematics.; Engineering mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Multimedia Information Systems.; Artificial Intelligence (incl. Robotics).; Computer Imaging, Vision, Pattern Recognition and Graphics.

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...

Πίνακας περιεχομένων:

• 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.