An association rule is classified as sensitive if its thread of revelation is above certain
confidence value. If these sensitive rules were revealed to the public, it is possible to deduce …

Government agencies, business enterprises and non-profit organizations are searching for
innovative methods to collect and analyze data about individuals or businesses to support …

In-network aggregation is a natural approach in wireless sensor networks (WSNs) to
collaboratively process data generated by the sensor nodes. Besides processing, in-network …

Clustering a set of data into homogeneous groups is a fundamental operation in data
mining. Recently, consideration has been put on categorical data clustering, where the data …

Explosion of data analysis techniques facilitate organizations to publish microdata about
individuals. While the released data sets provide valuable information to researchers, it is …

Abstract A novel Artificial Neural Network (ANN) dimension expansion-based framework that
addresses the demand for privacy preservation of low dimensional data in clustering …