58 citations · 74 across the 2 of their papers we have counts for
2 papers
cs.LG2012★ 58 cited
Validation of nonlinear PCA
Matthias Scholz
Linear principal component analysis (PCA) can be extended to a nonlinear PCA by using artificial neural networks. But the benefit of curved components requires a careful control of…
physics.soc-ph2010★ 16 cited
Node similarity as a basic principle behind connectivity in complex networks
Matthias Scholz
How are people linked in a highly connected society? Since in many networks a power-law (scale-free) node-degree distribution can be observed, power-law might be seen as a universa…