186 citations · 205 across the 15 of their papers we have counts for
3 papers · 1 filter
Introducing multilayer stream graphs and layer centralities
Pimprenelle Parmentier, Tiphaine Viard, Benjamin Renoust +1
Graphs are commonly used in mathematics to represent some relationships between items. However, as simple objects, they sometimes fail to capture all relevant aspects of real-world…
Degree-based Outlier Detection within IP Traffic Modelled as a Link Stream
Audrey Wilmet, Tiphaine Viard, Matthieu Latapy +1
This paper aims at precisely detecting and identifying anomalous events in IP traffic. To this end, we adopt the link stream formalism which properly captures temporal and structur…
Weighted, Bipartite, or Directed Stream Graphs for the Modeling of Temporal Networks
Matthieu Latapy, Clémence Magnien, Tiphaine Viard
We recently introduced a formalism for the modeling of temporal networks, that we call stream graphs. It emphasizes the streaming nature of data and allows rigorous definitions of…