A Novel Multichannel Long Short-Term Memory Method With Time Series for Soil Temperature Modeling.
Qingliang LiYang ZhaoFanhua YuPublished in: IEEE Access (2020)
Keyphrases
- experimental evaluation
- modeling method
- synthetic data
- segmentation method
- clustering method
- detection method
- computational cost
- cost function
- pairwise
- preprocessing
- similarity measure
- significant improvement
- computational complexity
- multivariate time series
- detection algorithm
- classification method
- moving average
- neural network
- non stationary
- support vector machine svm
- model selection
- prior knowledge
- k means
- feature space
- objective function
- machine learning