STBGRN: A Traffic Prediction Model Based on Spatiotemporal Bidirectional Gated Recurrent Units and Graph Convolutional Residual Networks.
Jijie ZhangXiaolong XuFu XiaoPublished in: Int. J. Comput. Intell. Syst. (2024)
Keyphrases
- prediction accuracy
- telecommunication networks
- internet traffic
- average degree
- graph structure
- social networks
- graph theory
- traffic engineering
- recurrent networks
- prediction model
- fully connected
- graph structures
- transportation systems
- network analysis
- small world
- network resources
- random walk
- directed graph
- complex networks
- high speed networks
- degree distribution
- traffic flow
- transportation networks
- betweenness centrality
- traffic network
- community discovery
- prediction scheme
- graph mining
- traffic patterns
- edge weights
- prediction error
- weighted graph
- feed forward
- road network
- computer networks
- moving objects
- inter layer
- spatial and temporal
- social network analysis
- structured data
- overlapping communities
- space time
- artificial neural networks