Process PLS: Incorporating substantive knowledge into the predictive modelling of multiblock, multistep, multidimensional and multicollinear process data.
Geert H. van KollenburgRoel BoumanTim OffermansJan GerretzenLutgarde M. C. BuydensHenk-Jan van ManenJeroen J. JansenPublished in: Comput. Chem. Eng. (2021)
Keyphrases
- knowledge discovery
- raw data
- data sets
- original data
- training data
- redundant data
- database
- sensor data
- process model
- background knowledge
- missing data
- data collection
- data processing
- knowledge representation
- high quality
- data management
- data sources
- statistical analysis
- query processing
- prior knowledge
- data analysis
- knowledge base
- neural network
- data quality
- expert knowledge
- multidimensional data
- databases