Corporate investment prediction using a weighted temporal graph neural network.
Jianing LiXin YaoPublished in: WIREs Data Mining Knowl. Discov. (2022)
Keyphrases
- neural network
- prediction model
- weighted graph
- prediction accuracy
- graph model
- spatio temporal
- temporal data
- graph structure
- multi layer perceptron
- prediction algorithm
- back propagation
- artificial neural networks
- random walk
- temporal information
- spatial and temporal
- association graph
- chaotic time series
- directed graph
- prediction error
- graph representation
- adjacency matrix
- graph theory
- temporal constraints
- pattern recognition
- spectral graph
- graph matching
- feed forward
- neural network model
- case study
- temporal patterns
- genetic algorithm
- temporal databases
- graph partitioning
- short term prediction
- edge weights
- protein function prediction
- neural network ensemble
- directed acyclic graph
- fuzzy logic
- structured data
- short term
- graph mining
- self organizing maps
- elman network
- knn
- neural network is trained
- knowledge management
- fuzzy neural network
- similarity graph
- regression model
- temporal reasoning
- weight matrix
- neural nets
- connected components
- radial basis function
- nearest neighbour
- recurrent neural networks
- bp neural network