11 citations · 15 across the 3 of their papers we have counts for
3 papers
physics.soc-ph2024★ 1 cited
Spline tie-decay temporal networks
Chanon Thongprayoon, Naoki Masuda
Increasing amounts of data are available on temporal, or time-varying, networks. There have been various representations of temporal network data each of which has different advant…
physics.soc-ph2023★ 3 cited
Online landmark replacement for out-of-sample dimensionality reduction methods
Chanon Thongprayoon, Naoki Masuda
A strategy to assist visualization and analysis of large and complex data sets is dimensionality reduction, with which one maps each data point into a low-dimensional manifold. How…
physics.soc-ph2022★ 11 cited
Embedding and trajectories of temporal networks
Chanon Thongprayoon, Lorenzo Livi, Naoki Masuda
Temporal network data are increasingly available in various domains, and often represent highly complex systems with intricate structural and temporal evolutions. Due to the diffic…