TSI-GNN: Extending Graph Neural Networks to Handle Missing Data in Temporal Settings.
David GordonPanayiotis PetousisHenry ZhengDavina ZamanzadehAlex A. T. BuiPublished in: Frontiers Big Data (2021)
Keyphrases
- neural network
- structured data
- temporal constraints
- temporal information
- graph representation
- spatio temporal
- temporal reasoning
- directed graph
- pattern recognition
- random walk
- connected components
- genetic algorithm
- temporal data
- multi layer
- graph theory
- multilayer perceptron
- spatial and temporal
- recurrent neural networks
- artificial neural networks
- graph model
- temporal evolution
- temporal relations
- weighted graph
- graph theoretic
- bayesian networks
- temporal databases
- random graphs
- temporal analysis
- tactile sensing
- graph partitioning
- spanning tree
- temporal patterns
- graph structure
- neural nets
- back propagation
- expert systems
- reinforcement learning