31 citations · 86 across the 12 of their papers we have counts for
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cs.NI2017★ 11 cited
Network Topology Mapping from Partial Virtual Coordinates and Graph Geodesics
Anura P. Jayasumana, Randy Paffenroth, Sridhar Ramasamy
For many important network types (e.g., sensor networks in complex harsh environments and social networks) physical coordinate systems (e.g., Cartesian), and physical distances (e.…
stat.ML2017
A Nonlinear Dimensionality Reduction Framework Using Smooth Geodesics
Kelum Gajamannage, Randy Paffenroth, Erik M. Bollt
Existing dimensionality reduction methods are adept at revealing hidden underlying manifolds arising from high-dimensional data and thereby producing a low-dimensional representati…