دانلود کتاب Self-Organizing Maps

فهرست مطالب :

An Adaptive Fuzzy Neural Network Based on Self-Organizing Map (SOM)......Page 1
Learning the number of clusters in Self Organizing Map......Page 15
Improvements Quality of Kohonen Maps Using Dimension Reduction Methods......Page 29
PartSOM: A Framework for Distributed Data Clustering Using SOM and K-Means......Page 43
Kohonen Maps Combined to K-means in a Two Level Strategy for Time Series Clustering Application to Meteorological and Electricity Load data......Page 63
Visual-Interactive Analysis With Self-Organizing Maps - Advances and Research Challenges......Page 83
Tracking and Visualization of Cluster Dynamics by Sequence-based SOM......Page 97
Visualization with Voronoi Tessellation and Moving Output Units in Self-Organizing Map of the Real-Number System......Page 113
Using Self Organizing Maps for 3D surface and volume adaptive mesh generation......Page 123
Neural-Network Enhanced Visualization of High-Dimensional Data......Page 145
THE SELF-ORGANZING APPROACH FOR SURFACE RECONSTRUCTION FROM UNSTRUCTURED POINT CLOUDS......Page 167
Self-Organizing maps for processing of data with missing values and outliers: application to remote sensing images......Page 189
Image Clustering and Evaluation on Impact Perforation Test by Self-Organizing Map......Page 211
Self-Organizing Map-based Applications in Remote Sensing......Page 231
Segmentation of satellite images using Self-Organizing Maps......Page 249
Bridging the Semantic Gap using Human Vision System Inspired Features......Page 261
Face Recognition Using Self-Organizing Maps......Page 277
Generation of Emotional Feature Space for Facial Expression Recognition Using Self-Mapping......Page 289
Fingerprint Matching with Self Organizing Maps......Page 307
Multiple Self-Organizing Maps for Control of a Redundant Manipulator with Multiple Cameras......Page 331
Tracking English and Translated Arabic News using GHSOM......Page 345
Self-organizing Maps in Web Mining and Semantic Web......Page 357
Secure Wireless Mesh Network based on Human Immune System and Self-Organizing Map......Page 381
A Knowledge Acquisition Method of Judgment Rules for Spam E-mail by using Self Organizing Map and Automatically Defined Groups by Genetic Programming......Page 397
Applying an SOM Neural Network to Increase the Lifetime of Battery-Operated Wireless Sensor Networks......Page 411