DCOM-GNN: A Deep Clustering Optimization Method for Graph Neural Networks.
Haoran YangJunli WangRui DuanChungang YanPublished in: Knowl. Based Syst. (2023)
Keyphrases
- optimization method
- neural network
- genetic algorithm
- optimization algorithm
- graph theoretic
- optimization methods
- optimization process
- graph clustering
- particle swarm
- global optimum
- self organizing maps
- simulated annealing
- multi objective genetic algorithm
- evolutionary algorithm
- metaheuristic
- differential evolution
- optimization procedure
- neural network training
- graph partitioning
- nelder mead simplex
- nonlinear optimization
- clustering method
- clustering algorithm
- pattern recognition
- graph theory
- random walk
- k means
- quasi newton
- unsupervised learning
- graph model
- data clustering
- graph structure
- weighted graph
- fuzzy logic
- graph layout
- artificial neural networks
- genetic programming
- graph construction
- data points
- convergence speed
- outlier detection
- spectral clustering