31 citations · 170 across the 19 of their papers we have counts for
4 papers · 1 filter
Modeling temporal networks with bursty activity patterns of nodes and links
Takayuki Hiraoka, Naoki Masuda, Aming Li +1
The concept of temporal networks provides a framework to understand how the interaction between system components changes over time. In empirical communication data, we often detec…
Burst-tree decomposition of time series reveals the structure of temporal correlations
Hang-Hyun Jo, Takayuki Hiraoka, Mikko Kivelä
Comprehensive characterization of non-Poissonian, bursty temporal patterns observed in various natural and social processes is crucial to understand the underlying mechanisms behin…
Bursty time series analysis for temporal networks
Hang-Hyun Jo, Takayuki Hiraoka
Characterizing bursty temporal interaction patterns of temporal networks is crucial to investigate the evolution of temporal networks as well as various collective dynamics taking…
Copula-based algorithm for generating bursty time series
Hang-Hyun Jo, Byoung-Hwa Lee, Takayuki Hiraoka +1
Dynamical processes in various natural and social phenomena have been described by a series of events or event sequences showing non-Poissonian, bursty temporal patterns. Temporal…