Physical Sciences, Engineering and Technology > Computer and Information Science > Artificial Intelligence

Self-Organizing Maps

Edited by: George K Matsopoulos

ISBN 978-953-307-074-2, Hard cover, 430 pages
Publisher: InTech
Publication date: April 2010
Subject: Artificial Intelligence, Numerical Analysis and Scientific Computing, Control Engineering

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Table of Contents

1. An Adaptive Fuzzy Neural Network Based on Self-Organizing Map (SOM)
   Jun-fei Qiao and Hong-gui Han
   1033 views, 320 downloads
   
2. Learning the Number of Clusters in Self Organizing Map
   Guenael Cabanes and Younes Bennani
   883 views, 299 downloads
   
3. Improvements Quality of Kohonen Maps Using Dimension Reduction Methods
   Jiri Dvorsky, Vaclav Snasel and Jana Kocibova
   762 views, 174 downloads
   
4. PartSOM: A Framework for Distributed Data Clustering Using SOM and K-Means
   Flavius L. Gorgonio and Jose Alfredo F. Costa
   796 views, 335 downloads
   
5. Kohonen Maps Combined to K-means in a Two Level Strategy for Time Series ClusteringApplication to Meteorological and Electricity Load data
   Khadir M. Tarek, Khdairia Sofiane and Benabbas Farouk
   810 views, 224 downloads
   
6. Visual-Interactive Analysis With Self-Organizing Maps - Advances and Research Challenges
   Tobias Schreck
   984 views, 170 downloads
   
7. Tracking and Visualization of Cluster Dynamics by Sequence-based SOM
   Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura and Masayuki Numao
   797 views, 111 downloads
   
8. Visualization with Voronoi Tessellation and Moving Output Units in Self-Organizing Map of the Real-Number System
   Yuji Matsumoto, Motohide Umano and Masahiro Inuiguchi
   667 views, 217 downloads
   
9. Using Self Organizing Maps for 3D surface and volume adaptive mesh generation
   Olga Nechaeva
   746 views, 161 downloads
   
10. Neural-Network Enhanced Visualization of High-Dimensional Data
    Urska Cvek, Marjan Trutschl and John Clifford
    679 views, 182 downloads
    
11. The Self-Organizing Approach for Surface Reconstruction from Unstructured Point Clouds
    Vilson L. DalleMole, Renata L. M. E. do Rego and Aluizio F. R. Araujo
    527 views, 148 downloads
    
12. Self-Organizing Maps for Processing of Data with Missing Values and Outliers: Application to Remote Sensing Images
    Bassam Abdel Latif and Gregoire Mercier
    814 views, 165 downloads
    
13. Image Clustering and Evaluation on Impact Perforation Test by Self-Organizing Map
    Takehiko Ogawa
    562 views, 145 downloads
    
14. Self-Organizing Map-based Applications in Remote Sensing
    Anthony Filippi, Iliyana Dobreva, Andrew G. Klein and John R. Jensen
    974 views, 395 downloads
    
15. Segmentation of Satellite Images Using Self-Organizing Maps
    Mohamad Awad
    753 views, 247 downloads
    
16. Bridging the Semantic Gap using Human Vision System Inspired Features
    Gaetan Martens, Peter Lambert and Rik Van de Walle
    582 views, 120 downloads
    
17. Face Recognition Using Self-Organizing Maps
    Qiu Chen, Koji Kotani, Feifei Lee and Tadahiro Ohmi
    919 views, 745 downloads
    
18. Generation of Emotional Feature Space for Facial Expression Recognition Using Self-Mapping
    Masaki Ishii and Makoto Nishida
    610 views, 127 downloads
    
19. Fingerprint Matching with Self Organizing Maps
    Anastasia N. Ouzounoglou, Pantelis A. Asvestas and George K. Matsopoulos
    739 views, 217 downloads
    
20. Multiple Self-Organizing Maps for Control of a Redundant Manipulator with Multiple Cameras
    Nobuhiro Okada, Jinjun Qiu and Eiji Kondo
    664 views, 99 downloads
    
21. Tracking English and Translated Arabic News using GHSOM
    Ali Selamat and Hanadi Hassen Ismail Mohammed
    588 views, 88 downloads
    
22. Self-organizing Maps in Web Mining and Semantic Web
    Emil St. Chifu and Ioan Alfred Letia
    878 views, 296 downloads
    
23. Secure Wireless Mesh Network based on Human Immune System and Self-Organizing Map
    Mahira M. Mowjoon and Johnson I Agbinya
    732 views, 192 downloads
    
24. A Knowledge Acquisition Method of Judgment Rules for Spam E-mail by using Self Organizing Map and Automatically Defined Groups by Genetic Programming
    Takumi Ichimura, Kazuya Mera and Akira Hara
    663 views, 119 downloads
    
25. Applying an SOM Neural Network to Increase the Lifetime of Battery-Operated Wireless Sensor Networks
    Mario Cordina and Carl James Debono
    718 views, 179 downloads