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Varsha R Jenni is a 2nd year undergraduate student at the RV College of Engineering.
Varsha has interests in machine learning and distributed computing. She has found HPCC Systems to be a great open source platform which makes data processing analysis easier and faster.
This study aims at the implementation of an efficient, distributed, and adaptive DBSCAN(ADBSCAN) algorithm HPCC Systems which first determines the threshold density, for any given dataset, including datasets with variable density clusters for clustering. Thus eliminating the need for users to specify the values. Further, the manuscript discusses other ADBSCAN implementations and compares the proposed approach with them using various open datasets.
In this Video Recording, Varsha provides a tour and explanation of her poster content.
Click on the poster for a larger image. The original PDF version can be found here. (Available for download).