A Hyperparameters automatic optimization method of time graph convolution network model for traffic prediction.
Lei ChenLulu BeiYuan AnKailiang ZhangPing CuiPublished in: Wirel. Networks (2021)
Keyphrases
- optimization method
- network model
- hyperparameters
- optimization algorithm
- optimization methods
- model selection
- differential evolution
- cross validation
- genetic algorithm
- simulated annealing
- particle swarm
- evolutionary algorithm
- bayesian inference
- bayesian framework
- em algorithm
- closed form
- support vector
- metaheuristic
- maximum likelihood
- neural network
- random sampling
- noise level
- nelder mead simplex
- gaussian process
- prior information
- maximum a posteriori
- image processing
- multi objective
- gaussian processes
- sample size
- parameter space
- cost function
- expectation maximization