In this blog post, I will share another talk that I have recorded recently. This time, I will explain a new paper from my team about discovering cost-effective patterns using some algorithms called CEPB and CEPN. Mining cost-effective patterns is a new topic in pattern mining that combines the concept of utility with that of cost.
VIDEO LINK: https://www.philippe-fournier-viger.com/spmf/videos/cost_video.mp4
Hope you will enjoy this video! If you want more details about this topic, you can read this paper:
Fournier-Viger, P., Li, J., Lin, J. C., Chi, T. T., Kiran, R. U. (2019). Mining Cost-Effective Patterns in Event Logs. Knowledge-Based Systems (KBS), Elsevier
Moreover, you can also download these algorithms, the source code and dataset from the SPMF data mining library.
That is all for today.
Philippe Fournier-Viger is a professor, data mining researcher and the founder of the SPMF data mining software, which includes more than 150 algorithms for pattern mining.