To aggregate or to eliminate? Optimal model simplification for improved process performance prediction

Keyphrases

• Original Model 100%
• Model Simplification 100%
• Improved Process 100%
• Discovery Algorithm 100%
• Underfitting 100%
• Generalized Stochastic Petri Nets 100%
• Process Quality Prediction 100%
• Healthcare 50%
• Performance Measures 50%
• Optimal Sequence 50%
• Business Process 50%
• Design Decisions 50%
• Model Reduction 50%
• Controlled Reduction 50%
• Operational Processes 50%
• Performance Metrics 50%
• Performance-based 50%
• Overfitting 50%
• Minimal Model 50%
• Telecommunications 50%
• Control Flow 50%
• Pathfinding 50%
• Model Size 50%
• Error Budget 50%
• Performance Model 50%
• Operational Model 50%
• Process Analysis 50%
• Execution Path 50%
• Performance Estimation 50%
• Driving Model 50%
• Over-under 50%
• Stability Preservation 50%
• Performance Information 50%
• Process Mining 50%
• Flow Dimension 50%
• Evidence-based Process 50%
• Structural Simplification 50%

Computer Science

• Simplification Rule 100%
• Process Performance 100%
• Stochastic Petri Net 100%
• Information Loss 50%
• Telecommunication 50%
• Soundness 50%
• Process Model 50%
• Business Process 50%
• Operational Process 50%
• Performance Metric 50%
• Performance Model 50%
• Control Flow 50%
• Performance Measure 50%
• Operational Model 50%
• Process Analysis 50%
• Execution Path 50%
• Estimation Performance 50%
• Process Mining 50%
• Performance Information 50%

Engineering

• Metrics 100%
• Measures of Performance 100%
• Process Performance 100%
• Soundness 100%
• Minimal Model 100%
• Telecommunication 100%
• Performance Prediction 100%
• Model Reduction 100%
• Design Choice 100%
• Control Flow 100%
• Optimal Sequence 100%