Igor V. Anikin

A framework for co-location patterns mining in big spatial data

2017

Modern big data platforms such as Apache Hadoop and Apache Spark are able to process and analyse huge data sets, but still lack comprehensive support for spatial data analysis. Nevertheless, spatial data mining requires an …

Privacy Preserving Data Mining in Terms of DBSCAN Clustering Algorithm in Distributed Systems

2018

We raise an issue of information security in distributed data mining systems. Authors compare two approaches aimed to protect security of processed data in distributed systems: with the assistance of trusted third party and without …