SODIM - Subset Size Occurrence Distribution based Item Set Mining

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Description

SODIM is a program to find fault-tolerant (or approximate or fuzzy) frequent item sets (also closed and maximal) with the SODIM algorithm, which is closely related to the Eclat algorithm.

If you have trouble executing the program on Microsoft Windows, check whether you have the Microsoft Visual C++ Redistributable for Visual Studio 2022 (see under "Other Tools and Frameworks") installed, as the program was compiled with Microsoft Visual Studio 2022.

The SODIM algorithm is described in the following paper:

• Mining Fault-tolerant Item Sets using Subset Size Occurrence Distributions
  Christian Borgelt and Tobias Kötter
  Proc. 10th Int. Symposium on Intelligent Data Analysis (IDA 2011, Porto, Portugal),
  LNCS 7014:43-54.
  Springer-Verlag, Berlin, Germany 2011
  sodim.pdf (330 kb) sodim.ps.gz (311 kb) (12 pages)

More information about frequent item set mining, implementations of other algorithms as well as test data sets can be found at the Frequent Itemset Mining Implementations Repository.