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Nonlinear Dimensionality Reduction Techniques

A Data Structure Preservation Approach

Sylvain Lespinats; Benoit Colange; Denys Dutykh

978-3-030-81026-9

2022
Edition 1
- Reviews state-of-the-art methods in dimensionality reduction techniques, written in a clear but precise mathematical language
- Presents application of the methods to the representation of expert-designed fault indicators for smart buildings, I-V curves for photovoltaic systems and acoustic signals for Li-ion batteries
- Numerous appendices provide mathematical background to facilitate the understanding of the main text
€240 €216
10% OFF

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