Novel frequent itemset hiding techniques and their evaluation

• Main Author: Καγκλής, Βασίλειος
• Other Authors: Τσακαλίδης, Αθανάσιος
• Format: Thesis
• Language: English
• Published: 2015
• Subjects: Privacy preserving data mining; Knowledge hiding; Frequent itemset hiding; Transactional databases; Προστασία ιδιωτικότητας εξόρυξης δεδομένων; Απόκρυψη γνώσης; Απόκρυψη συχνών στοιχειοσυνόλων; Συναλλαγματικές βάσεις δεδομένων; 005.8

Advances in data collection and data storage technologies have given way to the establishment of transactional databases among companies and organizations, as they allow enormous volumes of data to be stored efficiently. Most of the times, these vast amounts of data cannot be used as they are. A dat...