AutoML With Parallel Genetic Algorithm for Fast Hyperparameters Optimization in Efficient IoT Time Series Prediction.
Di WuQinghua GuanZhe FanHanhui DengTao WuPublished in: IEEE Trans. Ind. Informatics (2023)
Keyphrases
- hyperparameters
- parallel genetic algorithm
- cross validation
- bayesian inference
- model selection
- bayesian framework
- closed form
- gaussian process
- random sampling
- incremental learning
- prior information
- em algorithm
- data sets
- missing values
- sample size
- optimization algorithm
- noise level
- denoising
- artificial neural networks
- multiscale
- ls svm
- image processing