Nonlinear Dimensionality Reduction Techniques: A Data Structure Preservation Approach - Denys Dutykh,Benoit Colange,Sylvain Lespinats
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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 Dimensionality Reduction. Performing diagnosis of an energy system requires identifying relations between observed ... Full description
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Description
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 Dimensionality Reduction.
More Information
| Author | Denys Dutykh, Benoit Colange, Sylvain Lespinats |
|---|---|
| Publisher | Springer Nature Switzerland |
| Release year | 2021 |
| Cover type | Hardcover |
| EAN | 9783030810252 |