Analysis of Pattern Transformation Algorithms for SensitiveKnowledge Protection in Data Mining
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2015, Vol 17, Issue 1
Abstract
Abstract: Privacy Preserving Data Mining(PPDM) is an emerging research area. Its objective is to extend thetraditional data mining techniques to work with transformed data while protecting confidential information withminimized loss of privacy and information. In other words PPDM techniques aimed at modifying the originaldata while still being able to recover the data mining results from the modified data. This article analyses theexisting PPDM techniques and presents the analysis of the proposed algorithms in the research work.
Authors and Affiliations
Cynthia Selvi. P , Mohamed Shanavas. A. R
Enhanced Noise Type Recognition Using Statistical Measures
Noises are the unwanted information in an image, so they should be removed before further processing. Existing methods consider histogram based analysis which is globally varied one. A modified statistical measur...
Estimation of Arm Joint Angles from Surface Electromyography signals using Artificial Neural Networks
Vicon system is implemented in almost every motion analysis systems. It has many applications like robotics, gaming, virtual reality and animated movies. The motion and orientation plays an important role in th...
Implementation of Ecc Using Socket Programming In Java.
Abstract: Elliptic Curve Cryptography (ECC) has attracted the attention of researchers and developers as it has got robust mathematical structure and higher security compared to algorithms like RSA (Rivest Adleman...
A Survey on Fuzzy Association Rule Mining Methodologies
Fuzzy association rule mining (Fuzzy ARM) uses fuzzy logic to generate interesting association rules. These association relationships can help in decision making for the solution of a given problem. Fuzzy A...
Energy Consumption Using Network Stability And Multi-hop Protocol For Link Efficiency in Wireless Body Area Networks
Abstract: In this paper, we propose a minimum, power efficient and max throughput routing protocol for Wireless Body Area Networks (WBANs). We use multi-hop topology to achieve minimum energy consumption and longer...