Approaches and Techniques of Distributed Data Mining : A Comprehensive Study
S. Urmela, Nandhini Malaiyappan · International Journal of Engineering and Technology · 2017
Distributed Data Mining (DDM) has become one of the promising areas of Data Mining (DM).DDM evolved from DM from the urge to mine data from distributed sites.DM paved way for increased computational cost and privacy due to centralized data mining, whereas DDM paved way for decrease in computational cost as well as enhanced data privacy by distributing resources across distributed sites.Mining techniques framed for DM can't be applied for DDM since mining DDM follows a different strategy compared to DM. DDM includes classifier based, agent based and privacy preserving based approaches.In this paper, DDM approaches and techniques is studied in detail.Keyword -