Incomplete data processing method based on the measurement of missing rate and abnormal degree: Take the loose particle localization data set as an example.
Zhigang SunMengmeng GaoAiping JiangMin ZhangYajie GaoGuotao WangPublished in: Expert Syst. Appl. (2023)
Keyphrases
- incomplete data
- missing data
- missing values
- data sets
- em algorithm
- input data
- learning bayesian networks
- benchmark data sets
- closed form
- data mining
- k means
- anomaly detection
- sensitivity analysis
- accurate localization
- bayes classifier
- cross validation
- classification accuracy
- training data
- similarity measure
- neural network