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Implementation of algorithms for mining frequent sequences / sequential patterns

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datamining-sequentialpatterns

Implementation of algorithms for mining frequent sequences / sequential patterns

Implemented algorithms

[PrefixSpan - Prefix Projected Pattern Growth] (https://www.cs.sfu.ca/~jpei/publications/span.pdf)

[SPAM - Sequential PAttern Mining using A Bitmap Representation] (http://www.philippe-fournier-viger.com/spmf/SPAM.pdf)

[LAPIN-SPAM - LAst Position INduction Sequential PAttern Mining] (http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.105.139&rep=rep1&type=pdf)

[BIDE - BI-Directional Extension pattern closure checking] (http://web.engr.illinois.edu/~hanj/pdf/icde04_bide.pdf)

Used optimization for bitmap operations

[De Bruijn sequence] (http://en.wikipedia.org/wiki/De_Bruijn_sequence)

[Bit Twiddling Hacks] (https://graphics.stanford.edu/~seander/bithacks.html)

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