Nonlinear Dimensionality Reduction Techniques
Language: English
Published by Springer, Berlin|Springer International Publishing|Springer, 2022
- Softcover
- New
Condition: New
£ 103.41
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Add to basketItem description from seller
Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. 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 .
Seller Inventory # 753226098
- Title
- Nonlinear Dimensionality Reduction Techniques
- Author
- Lespinats, Sylvain|Colange, Benoit|Dutykh, Denys
- Publisher
- Springer, Berlin|Springer International Publishing|Springer
- Publication year
- 2022
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 3030810283
- ISBN 13
- 9783030810283
- Seller catalogs
- Mathematik/Naturwissenschaften/Technik/Medizin
In particular, it presents the new unsupervised technique ASKI and the supervised methods ClassNeRV and ClassJSE. Moreover, MING, a new approach for local map quality evaluation is also introduced. These methods are then applied to the representation of expert-designed fault indicators for smart-buildings, I-V curves for photovoltaic systems and acoustic signals for Li-ion batteries.
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