Cloud computing has been under a growing spotlight in both industrial and academic areas. Cloud computing is an on-demand and cost saving computing with scalability, high-availability, and reduced management. Amazon’s Elastic Compute Cloud (EC2) is an example of IaaS (Infrastructure as a Service)platform. It offers basic infrastructure component such as CPUs, memory, and storage. Google […]
Privacy Preserving Network Publication against Structural Attacks
Privacy is one of the major concerns when publishing or sharing social network data for social science research and business analysis. Recently, researchers have developed privacy models similar to k-anonymity to prevent node re-identification through structure information. However, even when these privacy models are enforced, an attacker may still be able to infer one’s private […]
Presence of Taxonomies In The Discovering Temporal Change Patterns
The steadfast evolution of markets and business environments prompts the need of data mining algorithms to discover significant correlation changes in order to reactively suit product and service provision to customer needs. Change mining, in the context of frequent itemsets, focuses on detecting and reporting significant changes in the set of mined itemsets from one […]