Applications of Self-Organizing Maps
eBook - PDF

Applications of Self-Organizing Maps

  1. 300 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Applications of Self-Organizing Maps

About this book

The self-organizing map, first described by the Finnish scientist Teuvo Kohonen, can by applied to a wide range of fields. This book is about such applications, i.e. how the original self-organizing map as well as variants and extensions of it can be applied in different fields. In fourteen chapters, a wide range of such applications is discussed. To name a few, these applications include the analysis of financial stability, the fault diagnosis of plants, the creation of well-composed heterogeneous teams and the application of the self-organizing map to the atmospheric sciences.

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Yes, you can access Applications of Self-Organizing Maps by Magnus Johnsson in PDF and/or ePUB format, as well as other popular books in Computer Science & Human-Computer Interaction. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Applications of Self-Organizing Maps
  2. Contents
  3. Preface
  4. Chapter 1 Graph Mining Based SOM: A Tool to Analyze Economic Stability
  5. Chapter 2 Social Interaction and Self-Organizing Maps
  6. Chapter 3 Using Wavelets for Feature Extraction and Self Organizing Maps for Fault Diagnosis of Nonlinear Dynamic Systems
  7. Chapter 4 Ex-Post Clustering of Brazilian Beef Cattle Farms Using Soms and Cross-Evaluation Dea Models
  8. Chapter 5 A Self – Organizing Map Based Strategy for Heterogeneous Teaming
  9. Chapter 6 Application of Self Organizing Maps to Multi Modal Adaptive Authentication System Using Behavior Biometrics
  10. Chapter 7 Quantification of Emotions for Facial Expression: Generation of Emotional Feature Space Using Self-Mapping
  11. Chapter 8 A Self Organizing Map Based Motion Classifier with an Extension to Fall Detection Problem and Its Implementation on a Smartphone
  12. Chapter 9 Using Self-Organizing Maps to Visualize, Filter and Cluster Multidimensional Bio-Omics Data
  13. Chapter 10 Application of Self-Organizing Maps in Text Clustering: A Review
  14. Chapter 11 Non-Linear Spatial Patterning in Cultural Site Formation Processes - The Evidence from Micro-Artefacts in Cores from a Neolithic Tell Site in Greece
  15. Chapter 12 Spatial Clustering Using Hierarchical SOM
  16. Chapter 13 Self-Organizing Maps: A Powerful Tool for the Atmospheric Sciences
  17. Chapter 14 Image Simplification Using Kohonen Maps: Application to Satellite Data for Cloud Detection and Land Cover Mapping