Nonlinear dimensionality reduction techniques : a data structure preservation approach

Nonlinear dimensionality reduction techniques : a data structure preservation approach / Sylvain Lespinats, Benoit Colange, Denys Dutykh.

This book proposes tools for analysis of multidimensional and metric data, by establishing a state-of-the-art of the existing solutions and developing new ones. It mainly focuses on visual exploration of these data by a human analyst, relying on a 2D or 3D scatter plot display obtained through Dimen...

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Bibliographic Details
Main Authors: Lespinats, Sylvain (Author), Colange, Benoit (Author), Dutykh, Denys (Author)
Format: eBook
Language:English
Published: Cham, Switzerland : Springer, [2022]
Subjects:
Dimension reduction (Statistics)
Quantitative research.
Análisis estadístico multivariable
Quantitative research
Estadística.
Investigació quantitativa.
Electronic books.
Llibres electrònics.
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