次数削減と多様体学習(テキスト)
Elements of Dimensionality Reduction and Manifold Learning
Ghojogh, Benyamin
Crowley, Mark
Karray, Fakhri
- 内容紹介:
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Dimensionality reduction, also known as manifold learning, is an area of machine learning used for extracting informative features from data for better representation of data or separation between classes. This book presents a cohesive review of linear and nonlinear dimensionality reduction and manifold learning.