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National University of Ireland Maynooth
A Fast Minimal Infrequent Itemset Mining Algorithm
Abstract
dc:description.abstractA 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.
Degree
thesis:*- Level dc:type.qualificationlevel
- masters
- Grantor dc:publisher.institution
- National University of Ireland Maynooth
- Year dc:date.issued
- 2014
Author and committee
dc:creator, dc:contributor.*- Author dc:creator
-
- Demchuk, Kostiantyn
Subjects
dc:subject × 1Rights
- Language dc:language
- en