Identification of Two-Dimensional Causal Systems With Missing Output Data via Expectation-Maximization Algorithm.
Jing ChenBiao HuangFeng DingPublished in: IEEE Trans. Ind. Informatics (2021)
Keyphrases
- expectation maximization
- input data
- incomplete data
- missing data
- data sets
- noisy data
- em algorithm
- search space
- preprocessing
- data analysis
- k means
- detection algorithm
- dynamic programming
- computer systems
- probabilistic model
- bayesian framework
- missing values
- recognition algorithm
- data reduction
- learning algorithm
- data points
- data sources
- np hard
- distributed systems
- prior knowledge
- data structure
- optimal solution
- bayesian networks
- sufficient statistics
- identification rate
- synthetic datasets
- rbf network
- image segmentation
- gaussian mixture
- similarity measure
- training data
- spectral clustering
- maximum a posteriori
- computational complexity
- mixture model
- hidden markov models