Review and big data perspectives on robust data mining approaches for industrial process modeling with outliers and missing data.
Jinlin ZhuZhiqiang GeZhihuan SongFurong GaoPublished in: Annu. Rev. Control. (2018)
Keyphrases
- missing data
- big data
- industrial process
- data mining approaches
- missing values
- cloud computing
- low rank
- data analysis
- data mining
- industrial processes
- social media
- incomplete data
- data processing
- multiple imputation
- application scenarios
- data management
- business intelligence
- knowledge discovery
- preprocessing
- data warehousing
- data mining techniques
- rare events
- database
- maximum likelihood
- case study
- databases