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Determination of Optimal Epsilon (Eps) Value on DBSCAN Algorithm to Clustering Data on Peatland Hotspots in Sumatra

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, , Citation Nadia Rahmah and Imas Sukaesih Sitanggang 2016 IOP Conf. Ser.: Earth Environ. Sci. 31 012012 DOI 10.1088/1755-1315/31/1/012012

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nadiarahmahh@gmail.com

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1 Computer Science Departement, FMIPA, Bogor Agricultural University, Bogor 16680, Indonesia

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1755-1315/31/1/012012

Abstract

In this work we determine the optimal epsilon value on peatland on DBSCAN Algorithm to clustering data on peatland hotspots in sumatera. DBSCAN is a base algorithm for density based data clustering which contain noise and outliers. We found using this method that the area which has the highest density of hotspots in Sumatra in 2013 peatland is contained in cluster 1 of Riau Province that is equal to 2112 hotspots.

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10.1088/1755-1315/31/1/012012