Temporal Neighbourhood Aggregation: Predicting Future Links in Temporal Graphs via Recurrent Variational Graph Convolutions.
Stephen BonnerAmir Atapour AbarghoueiPhilip T. G. JacksonJohn BrennanIbad KureshiGeorgios TheodoropoulosAndrew Stephen McGoughBoguslaw ObaraPublished in: CoRR (2019)
Keyphrases
- predicting future
- temporal databases
- temporal aggregation
- graph representation
- temporal data
- temporal reasoning
- temporal constraints
- spatio temporal
- graph structure
- graph matching
- weighted graph
- graph mining
- graph model
- series parallel
- temporal information
- graph partitioning
- graph structures
- minimum spanning tree
- multivariate time series data
- graph databases
- temporal patterns
- link analysis
- directed graph
- connected components
- optical flow