A Novel EM Identification Method for Hammerstein Systems With Missing Output Data.
Dongqing WangShuo ZhangMin GanJianlong QiuPublished in: IEEE Trans. Ind. Informatics (2020)
Keyphrases
- input data
- synthetic data
- missing data
- test data
- missing values
- data sets
- noisy data
- detection method
- correlation analysis
- prior knowledge
- database
- image data
- high quality
- data collection
- data structure
- computer systems
- training samples
- probabilistic model
- incomplete data
- spatial data
- data analysis
- unsupervised learning
- em algorithm
- data processing
- high accuracy
- knowledge discovery
- significant improvement
- generative model
- parameter estimation
- pairwise
- expectation maximization
- clustering algorithm
- raw data
- original data
- neural network
- information loss
- input variables