If you want to learn more about frequent episode mining, I have put online a new video that gives an introduction to this topic. To watch the video, you can download it from my website here or watch it from my Youtube channel.
This video explains:
- What is frequent episode mining
- the EMMA algorithm
- Maximal episode mining
And the video also gives a quick overview of those additional topics:
- Episode rule mining
- Top-K episode mining
- High-utility episode mining
Hope you will enjoy the video!
By the way, to try episode mining, you can also check out the SPMF software, which is open-source and free. It offers efficient implementations of many episode mining algorithms and also provide example datasets. You can use this software in your research (I am the founder by the way).
Also, if you want to know more about episode mining, you can check our survey paper:
Ouarem, O., Nouioua, F., Fournier-Viger, P. (2023). A Survey of Episode Mining. WIREs Data Mining and Knowledge Discovery, Wiley, to appear.
