Research on a Method of Gross Error Elimination for Slope Monitoring Data Based on Machine Learning.
Dong XiaoHongzong LiBa Tuan LeShengyong ZhangJichun WangDakuo HeXiaorui FuPublished in: IEEE Access (2019)
Keyphrases
- synthetic data
- machine learning
- statistical methods
- data analysis
- data sets
- input data
- database
- machine learning methods
- test data
- missing data
- image data
- prior knowledge
- training samples
- high accuracy
- prior information
- error rate
- detection method
- correlation analysis
- model selection
- data collection
- training data
- data mining
- data quality
- noisy data
- preprocessing
- significant improvement
- data sources
- similarity measure
- original data
- clustering method
- information loss
- statistical analysis
- pairwise
- objective function
- sensor data
- high quality
- missing values
- face recognition
- statistical significance