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Constraint Programming For Data Mining Material

Sequential Pattern mining to solve Sequential Pattern Mining Problem with/without time constraint

[PPIC][1] : Find all frequents sequences. Additional constraints are available as well. *Software + Code + Benchmarks

[PPICt] : Handle timed constraints (gap, span) over timed-datasets in sequential pattern mining. Additional constraints are available as well. *Software + Code + Benchmarks

References

  1. An Efficient Algorithm for Mining Frequent Sequence with Constraint Programming, Aoga, John O. R., Guns Tias, and Schaus Pierre , Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part II, Cham, p.315–330, (2016)