Kniha Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization Tripathy

Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization

Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization

Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Taylor & Francis Ltd
Dostupnosť: Skladom u dodávateľa
Odosielame za 9-15 dní
88.12
This book describes algorithms like Locally Linear Embedding, Laplacian eigenmaps, Semidefinite Embe...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2023
Stránok
160
EAN
9781032041032
Enbook ID
43908044
Hmotnosť
453
Rozmery
156 x 234

Kompletný popis

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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Deceivers

William J Ryan
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