PathSAGE: Spatial Graph Attention Neural Networks With Random Path Sampling.
Junhua MaJiajun LiXueming LiXu LiPublished in: CoRR (2022)
Keyphrases
- neural network
- solution path
- pattern recognition
- artificial neural networks
- monte carlo
- spatial data
- graph representation
- spatial information
- graph theory
- shortest path
- shortest path problem
- graph theoretic
- fuzzy logic
- graph structure
- edge weights
- path length
- graph partitioning
- spatial distribution
- directed acyclic graph
- weighted graph
- spatial databases
- random walk
- spatio temporal
- sampled data
- graph matching
- feed forward
- graph mining
- random sample
- spanning tree
- spatial and temporal
- sample size
- genetic algorithm
- graph construction
- adjacency matrix
- hamiltonian path
- sampling methods
- strongly connected
- minimum cost
- bipartite graph
- neural nets
- spatial relationships
- neural network model
- connected components
- self organizing maps
- video sequences