Discovering Communication Pattern Shifts in Large-Scale Labeled Networks Using Encoder Embedding and Vertex Dynamics.
Cencheng ShenJonathan LarsonHa TrinhXihan QinYoungser ParkCarey E. PriebePublished in: IEEE Trans. Netw. Sci. Eng. (2024)
Keyphrases
- computer networks
- pattern formation
- small scale
- pattern matching
- recurrent networks
- dynamic model
- bit rate
- social networks
- high bandwidth
- real world
- dynamical systems
- low complexity
- network dynamics
- communication cost
- training data
- communication patterns
- network nodes
- packet switched
- communication networks
- pattern discovery
- communication systems
- labeled graphs
- edge weights
- average degree
- network infrastructure
- motion estimation
- network size
- biological networks
- semi supervised
- supervised learning
- information sharing
- complex networks