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Mining Complex Patterns

Zaki, M.J. (2000) "Scalable Algorithms for Association Mining." IEEE Transactions on Knowledge and Data Engineering, 12(3), 372-390.

Zaki, M.J. (2001) "SPADE: An Efficient Algorithm for Mining Frequent Sequences." Machine Learning Journal, special issue on Unsupervised Learning (Doug Fisher, ed.), 42(1/2), 31-60.

Zaki, M.J. (2002) "Efficiently Mining Frequent Trees in a Forest.” Proceedings of the 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.

Zaki, M.J. (2005) "Efficiently Mining Frequent Embedded Unordered Trees." Fundamenta Informaticae, 65, 1-20.

Zaki M.J.; Parimi, N.; De, N.; Gao, F.; Phoophakdee, B.; Urban, J.; Chaoji, V.; Al Hasan, M.; Salem, S. (2005) "Towards Generic Pattern Mining." Proceedings of the International Conference on Formal Concept Anaysis, 1-20


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