A Method for Debugging Process Discovery Pipelines to Analyze the Consistency of Model Properties.
Christopher KlinkmüllerAlexander SeeligerRichard MüllerLuise PufahlIngo WeberPublished in: BPM (2021)
Keyphrases
- cost function
- statistical model
- mathematical model
- objective function
- modeling method
- network model
- prediction model
- energy function
- probabilistic model
- sensitivity analysis
- evaluation method
- computational model
- iterative process
- linear model
- conceptual model
- high accuracy
- parameter estimation
- recognition process
- detection method
- optimization process
- prior information
- optimization method
- linear regression
- monte carlo simulation
- hybrid model
- clustering method
- optimization model
- em algorithm
- diffusion process
- significant improvement
- study proposes
- spatial structure
- reconstruction process
- high order
- feature selection
- high level
- pairwise
- test data
- prior knowledge
- tree structure
- theoretical analysis
- bayesian framework
- hybrid method
- genetic algorithm
- support vector machine
- evaluation model
- petri net
- markov model
- process model
- classification algorithm
- classification method
- neural network
- gaussian distribution
- bp neural network
- closed form