Nonlinear Dimensionality Reduction Techniques
A Data Structure Preservation Approach
First book from Solar Academy
Authors
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