Revisiting the Efficacy of Signal Decomposition in AI-based Time Series Prediction.
Kexin JiangChuhan WuYaoran ChenPublished in: CoRR (2024)
Keyphrases
- non stationary
- wavelet packet
- signal processing
- artificial intelligence
- expert systems
- artificial neural networks
- function approximation
- case based reasoning
- neuro fuzzy
- knowledge based systems
- machine learning
- recurrent neural networks
- neural network
- ai community
- impulse response
- neural network model
- empirical mode decomposition
- ai systems
- decomposition method
- ls svm
- filter bank
- high frequency
- knowledge representation
- data sets
- multivariate time series
- signal detection
- reinforcement learning
- original signal
- john mccarthy