2 papers
cs.SI2016
The Resistance Perturbation Distance: A Metric for the Analysis of Dynamic Networks
Nathan D Monnig, Francois G Meyer
To quantify the fundamental evolution of time-varying networks, and detect abnormal behavior, one needs a notion of temporal difference that captures significant organizational cha…
math.NA2013
Inverting Nonlinear Dimensionality Reduction with Scale-Free Radial Basis Function Interpolation
Nathan D. Monnig, Bengt Fornberg, Francois G. Meyer
Nonlinear dimensionality reduction embeddings computed from datasets do not provide a mechanism to compute the inverse map. In this paper, we address the problem of computing a sta…