This is a video presentation of the paper “Mining Partially-Ordered Sequential Rules Common to Multiple Sequences” about discovering sequential rules in sequences using the RuleGrowth algorithm.
VIDEO LINK: https://www.philippe-fournier-viger.com/spmf/videos/rulegrowth.mp4
More information about the RuleGrowth algorithm are provided in this research paper:
Fournier-Viger, P., Wu, C.-W., Tseng, V.S., Cao, L., Nkambou, R. (2015). Mining Partially-Ordered Sequential Rules Common to Multiple Sequences. IEEE Transactions on Knowledge and Data Engineering (TKDE), 27(8): 2203-2216.
The source code of RuleGrowth and datasets are available in the SPMF software.
I will post videos about other algorithms in the near future, so stay tuned!
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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.
