On Graph Time-Series Representations for Temporal Networks.
Ryan A. RossiNesreen K. AhmedNamyong ParkPublished in: WWW (Companion Volume) (2023)
Keyphrases
- temporal patterns
- symbolic representation
- temporal data
- vector representation
- multivariate time series
- average degree
- graph structure
- temporal reasoning
- temporal constraints
- time stamped
- spatio temporal
- small world
- graph structures
- edge weights
- temporal information
- graph model
- graph representations
- community discovery
- fully connected
- directed edges
- network structure
- weighted graph
- graph theory
- directed graph
- social graphs
- heterogeneous networks
- temporal abstractions
- graphical representation
- social networks
- topological features
- dynamic time warping
- network analysis
- graph matching
- quasi periodic
- space time
- multivariate time series data
- highly connected
- graph layout
- dynamic networks
- temporal databases
- network size
- protein interaction networks
- temporal sequences
- graph partitioning
- spanning tree
- graph mining
- stock market
- complex networks
- spatial and temporal
- social network analysis
- structured data
- random walk
- video sequences