Effective Missing Value Imputation Methods for Building Monitoring Data.
Brian ChoTeresa DayritYuan GaoZhe WangTianzhen HongAlex SimKesheng WuPublished in: IEEE BigData (2020)
Keyphrases
- missing values
- missing data
- data imputation
- incomplete data
- data sets
- high dimensional data
- data analysis
- noisy data
- database
- input data
- missing information
- data sources
- nearest neighbor
- raw data
- data points
- training data
- knn
- image data
- knowledge discovery
- data quality
- imputation methods
- feature selection
- incomplete data sets