SECPI: Explaining Clustered Process Instances
Explaining why process instances are put in a particular cluster based on machine learning on features generated from control flow aspects.
See http://processmining.be/svmexplainer/ for more information.
References:
- De Koninck, P., De Weerdt, J., vanden Broucke, S. (2017). Explaining Clusterings of Process Instances. Data Mining and Knowledge Discovery 31 (3). pp. 774-808
- De Weerdt, J., vanden Broucke, S. (2014). SECPI: searching for explanations for clustered process instances. Proceeding of the 12th International Conference on Business Process Management, BPM 2014: Vol. accepted. International Conference (BPM 2014). Haifa (Israel), 7-11 September 2014.