Examination of Reliability of Missing Value Recovery in Data Mining.
Shigang LiuHonghua DaiPublished in: ICDM Workshops (2014)
Keyphrases
- missing values
- data mining
- data imputation
- missing data
- high dimensional data
- incomplete data
- knowledge discovery
- error detection
- data mining applications
- data mining methods
- noisy data
- incomplete data sets
- missing data imputation
- data mining techniques
- rough sets
- text mining
- dimensionality reduction
- data analysis
- machine learning
- data matrix
- data warehouse
- nearest neighbor
- knowledge discovery in databases
- real world
- database
- association rule mining
- learning algorithm
- missing information
- data sets