Advances in Self-Organizing Maps

Table of Contents

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   Book Overview
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   Chapter 1 Topographic Mapping of Dissimilarity Data
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   Chapter 2 Contextually Self-Organized Maps of Chinese Words
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   Chapter 3 Assessing the Efficiency of Health Care Providers: A SOM Perspective
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   Chapter 4 Fuzzy Clustering of the Self-Organizing Map: Some Applications on Financial Time Series
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   Chapter 5 Self Organizing Maps as Models of Social Processes: The Case of Electoral Preferences
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   Chapter 6 EnvSOM: A SOM Algorithm Conditioned on the Environment for Clustering and Visualization
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   Chapter 7 Spectral Clustering as an Automated SOM Segmentation Tool
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   Chapter 8 Sparse Functional Relevance Learning in Generalized Learning Vector Quantization
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    Chapter 9 Relevance Learning in Unsupervised Vector Quantization Based on Divergences
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    Chapter 10 Requirements for the Learning of Multiple Dynamics
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    Chapter 11 Growing Graph Network Based on an Online Gaussian Mixture Model
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    Chapter 12 Evolving a Self-Organizing Feature Map for Visual Object Tracking
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    Chapter 13 Topographic Measure Based on External Criteria for Self-Organizing Map
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    Chapter 14 Influence of Learning Rates and Neighboring Functions on Self-Organizing Maps
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    Chapter 15 Gamma-Filter Self-Organizing Neural Networks for Time Series Analysis
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    Chapter 16 Self-Organizing Maps of Nutrition, Lifestyle and Health Situation in the World
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    Chapter 17 Mining the City Data: Making Sense of Cities with Self-Organizing Maps
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    Chapter 18 A Discussion on Visual Interactive Data Exploration Using Self-Organizing Maps
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    Chapter 19 Design of a Structured 3D SOM as a Music Archive
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    Chapter 20 A Novel Bioinformatics Strategy to Predict Directional Changes of Influenza A Virus Genome Sequences
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    Chapter 21 Impairment and Rehabilitation in Bilingual Aphasia: A SOM-Based Model
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    Chapter 22 Gaussian Selection Using Self-Organizing Map for Automatic Speech Recognition
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    Chapter 23 Self Organizing Maps in NLP: Exploration of Coreference Feature Space
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    Chapter 24 On Wires and Cables: Content Analysis of WikiLeaks Using Self-Organising Maps
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    Chapter 25 Media Map: A Multilingual Document Map with a Design Interface
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    Chapter 26 A New Label Maximization Based Incremental Neural Clustering Approach: Application to Text Clustering
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    Chapter 27 A SOM-Based Analysis of Early Prosodic Acquisition of English by Brazilian Learners: Preliminary Results
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    Chapter 28 A General Framework for Dimensionality Reduction for Large Data Sets
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    Chapter 29 Considering Spatialization Aspects When Positioning Input Vectors on Self-Organizing Map Output Grids
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    Chapter 30 Aircraft Engine Fleet Monitoring Using Self-Organizing Maps and Edit Distance
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    Chapter 31 Classification Using Topologically Preserving Spherical Self-Organizing Maps
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    Chapter 32 Visualizing Patterns in the Air Quality in Mexico City with Self-Organizing Maps
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    Chapter 33 Decision of Class Borders on a Spherical SOM with Non-equal Class Distributions
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    Chapter 34 Analysing the Structure of Semantic Concepts in Visual Databases
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    Chapter 35 Mapping of the 3D Objects Using Computer Generated Hologram SOM
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    Chapter 36 Analysing the Similarity of Album Art with Self-Organising Maps