Constrained topological mapping for nonparametric regression analysis

Keyphrases

• Nonparametric Regression Analysis 100%
• Topological Mapping 100%
• Number of Data 66%
• Topological Order 66%
• N-dimensional 66%
• Input Space 66%
• Unknown Function 66%
• Original Algorithm 66%
• Training Set 33%
• Regression Analysis 33%
• Random Noise 33%
• Regression Problem 33%
• Low Dimensionality 33%
• Simulation Example 33%
• Multivariate Problems 33%
• Analysis Application 33%
• Kohonen Self-organizing Map 33%
• Mapping Algorithm 33%
• Curse of Dimensionality 33%
• Topological Map 33%
• Neural Approach 33%
• N-dimensional Space 33%
• Functions of Several Variables 33%
• Kohonen Algorithm 33%
• Good Performance 33%
• Number of Units 33%

Mathematics

• Regression Analysis 100%
• Unknown Function 66%
• Data Point 66%
• Dimensional Subspace 66%
• Curse of Dimensionality 33%
• Variable Function 33%
• Topological Map 33%
• Dimensional Space 33%
• Organizing Map 33%
• Training Set 33%
• Random Noise 33%