Data-Compatibility Analysis Based on Expectation-Maximization Algorithm With Unknown Noise Statistics.
Junyi ZuoShi QiuWenzheng WangPublished in: IEEE Trans. Aerosp. Electron. Syst. (2023)
Keyphrases
- expectation maximization
- noisy data
- input data
- em algorithm
- data analysis
- synthetic data
- data collection
- learning algorithm
- statistical analysis
- data reduction
- k means
- data sets
- dynamic programming
- search space
- missing data
- data sources
- probabilistic model
- data points
- training data
- genetic algorithm
- database
- data quality
- incomplete data
- maximum likelihood estimation
- noise free
- contingency tables
- worst case
- cost function
- prior knowledge
- computational complexity
- data mining techniques
- parameter estimation
- detection algorithm
- hidden markov models
- preprocessing
- data structure
- gaussian noise
- objective function
- random noise
- data mining