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Hoofdkenmerken

Auteur:	Tripathy, B.K.
Titel:	Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization
Uitgever:	Taylor & Francis Ltd
ISBN:	9781032041032
Land van oorsprong:	United Kingdom
Prijs:	€ 93.86
Verschijningsdatum:	25-09-2023
Bericht:	Langere levertijd (2-3 weken)

Inhoudelijke kenmerken

Categorie:	Machine learning
Geillustreerd:	46 Line drawings, black and white; 46 Illustrations, black and white

Technische kenmerken

Verschijningsvorm:	Paperback / softback
Paginas:	160
Hoogte mm.:	234
Breedte mm.:	156
Gewicht gr.:	453

 

Inhoud:

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.