Supervised vs. Unsupervised Learning for Intentional Process Model Discovery.
Ghazaleh KhodabandelouCharlotte HugRébecca DeneckèreCamille SalinesiPublished in: BMMDS/EMMSAD (2014)
Keyphrases
- unsupervised learning
- process model
- process mining
- supervised learning
- semi supervised
- event logs
- business process
- business processes
- expectation maximization
- formal models
- machine learning
- dimensionality reduction
- deep learning
- data mining
- petri net
- real world
- software process
- control flow
- workflow management systems
- feature selection
- training data
- model selection
- pattern discovery
- probabilistic model
- text classification
- object recognition