Case-based reasoning on images and signals / Petra Perner, (ed.).

Includes bibliographical references.

1 Introduction to Case-Based Reasoning
for Signals and Images
P. Femer 1
2 Similarity
M.M. Richter 25
3 Distance Function Learning for Supervised Similarity
Assessment
A. Bagherjeiran and C.F. Eick 91
4 Induction of Similarity Measures for Case Based Reasoning
Through Separable Data Transformations
L. Bobrowski and M. Topczewska 127
5 Graph Matching
X. Jiang and H. Bunke 149
6 Memory Structures and Organization
in Case-Based Reasoning
I. Bichindaritz 175
7 Learning a Statistical Model for Performance Prediction
in Case-Based Reasoning
B. Bhanu and R. Wang 195
8 A CBR Agent for Monitoring the Carbon Dioxide Exchange
Rate from Satellite Images
J.M. Corchado, J. Aiken, and J. Bajo 213
9 Extracting Knowledge from Sensor Signals for Case-Based
Reasoning with Longitudinal Time Series Data
P. Funk and N. Xiong 247
10 Prototypes and Csise-Bzised Reasoning
for Medical Applications
R. Schmidt, T. Waligora, and O. Vorobicva 285
11 Case-Based Reasoning for Image Segmentation
by Watershed Transformation
M. FtuccL p. Pemcr. and G. Sanniti di Daja 319
12 Similarity-Based Retrieval for Biomedical Applications
L.G. Shapiro, I. Atmo.sukarto. H. Cho. H.J. Lin. S. Ruiz-Correa.
and J. Yuen 355
13 Medical Imagery in Case-Based Reasoning
D.C. Wilson and D. O'Sulltvan 389
14 Instance-Based Relevance Feedback in Image Retrieval
Using Dissimilsirity Spaces
G. Giacinto and F. Roli 419