This is a video presentation of the paper “PFPM: Discovering Periodic Frequent Patterns with Novel Periodicity Measures” about periodic pattern mining using PFPM. It is part of my new series of videos about data mining algorithms
VIDEO LINK: http://www.philippe-fournier-viger.com/spmf/videos/pfpm.mp4
PFPM is an Eclat-inspired algorithm for mining periodic patterns. More information about the PFPM algorithm are provided in this research paper:
Fournier-Viger, P., Lin, C.-W., Duong, Q.-H., Dam, T.-L., Sevcic, L., Uhrin, D., Voznak, M. (2016). PFPM: Discovering Periodic Frequent Patterns with Novel Periodicity Measures. Proc. 2nd Czech-China Scientific Conference 2016, Elsevier, 10 pages.
The source code and datasets of the PFPM algorithm can be downloaded here:
The source code of PFPM and datasets are available in the SPMF software.
I will post more videos like this in the near future. If you have any comments, please post them in the comment section!