Control-flow Discovery

Control-flow discovery has been the cradle of process mining research. The discovery of a process model that reflects the causal dependencies of activities observed in an event log, has been a fascinating and inspiring research topic ever since. In the following we list a number of plug-ins concerned with control-flow discovery based on their output model type.

Petri net
  • Alpha algorithm plugin
  • Alpha++ algorithm plugin
  • Parikh Language-based Region miner
  • Region miner
  • Tsinghua-alpha algorithm plugin
  • Petrify mining
Heuristic net
  • Duplicate Tasks GA plugin
  • Genetic algorithm plugin
  • Heuristics miner
Fuzzy model
Finite state machine / Transition system
  • FSM miner
  • k-RI Miner
Event-driven Process Chain
  • Multi-phase Macro Plugin
Other
  • DWS mining plug-in
  • Workflow patterns miner