To aggregate or to eliminate? Optimal model simplification for improved process performance prediction.
Arik SenderovichAlexander ShleyfmanMatthias WeidlichAvigdor GalAvishai MandelbaumPublished in: Inf. Syst. (2018)
Keyphrases
- prediction model
- mathematical model
- probabilistic model
- sensitivity analysis
- computational model
- recognition process
- predictive model
- high level
- optimization process
- theoretical analysis
- process model
- neural network
- conceptual model
- closed form
- reasoning process
- formal model
- experimental data
- model selection
- em algorithm
- input data
- objective function
- similarity measure
- case study
- decision making
- data mining