SPMFAn Open-Source Data Mining Library

Introduction

Algorithms

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since 2010

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Other resources

Tutorials

Blog posts written by the founder of SPMF

Research papers

Papers presenting the SPMF software:

Survey papers:

  • Fournier-Viger., P., Lin, J. C.-W., Truong, T., Nkambou, R. (2019). A survey of high utility itemset mining. In: Fournier-Viger et al. (eds). High-Utility Pattern Mining: Theory, Algorithms and Applications, Springer (to appear), p. 1-46.
  • Fournier-Viger, P., Lin, J. C.-W., Vo, B, Chi, T.T., Zhang, J., Le, H. B. (2017). A Survey of Itemset Mining. WIREs Data Mining and Knowledge Discovery, e1207 doi: 10.1002/widm.1207, 18 pages.
  • Fournier-Viger, P., Lin, J. C.-W., Kiran, R. U., Koh, Y. S., Thomas, R. (2017). A Survey of Sequential Pattern Mining. Data Science and Pattern Recognition (DSPR), vol. 1(1), pp. 54-77.

Papers describing each algorithm offered in SPMF: Algorithms

Papers citing SPMF: Citations

Related projects

Those are external projects (may not be up-to-date):

Copyright © 2008-2019 Philippe Fournier-Viger. All rights reserved.