Unbeaufsichtigte Lernansätze zur Dimensionalitätsreduktion und Datenvisualisierung...
Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization : Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization, Paperback by Tripathy, B. K.; Sundareswaran, Anveshrithaa; Ghela, Shrusti, ISBN 103204103X, ISBN-13 9781032041032, Like New Used, Free shipping in the US This book describes algorithms like Locally Linear Embedding, Laplacian eigenmaps, Semidefinite Embedding, t-SNE to resolve the problem of dimensionality reduction in case of non-linear relationships within the data. Underlying mathematical concepts, derivations, proofs, strengths and limitations of these algorithms are discussed as well.
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