SMARTQUERY: An Active Learning Framework for Graph Neural Networks through Hybrid Uncertainty Reduction.
Xiaoting LiYuhang WuVineeth RakeshYusan LinHao YangFei WangPublished in: CoRR (2022)
Keyphrases
- neural network
- active learning framework
- graph theory
- active learning
- pattern recognition
- graph representation
- hybrid intelligent
- directed graph
- uncertain data
- fuzzy logic
- graph model
- graph structure
- decision theory
- directed acyclic graph
- neural network model
- graph matching
- multi layer
- weighted graph
- associative memory
- bipartite graph
- fault diagnosis
- multilayer perceptron
- conditional probabilities
- fuzzy systems
- training process
- connected components
- random walk
- graphical models
- graphical representation
- hybrid intelligent systems
- training data
- genetic algorithm