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A Fast Minimal Infrequent Itemset Mining Algorithm

Authors :
Demchuk, Kostyantyn
Leith, Douglas J.
Publication Year :
2014

Abstract

A novel fast algorithm for finding quasi identifiers in large datasets is presented. Performance measurements on a broad range of datasets demonstrate substantial reductions in run-time relative to the state of the art and the scalability of the algorithm to realistically-sized datasets up to several million records.

Subjects

Subjects :
Computer Science - Databases

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.1403.6985
Document Type :
Working Paper