Indonesia Conference Directory


<< Back

The Hard C-Means Algorithm for Clustering Indonesian Plantation Commodity based on Metabolites Composition
Rustam(a*), Agus Yodi Gunawan(a), Made Tri Ari Penia Kresnowati(b)

a) Industrial and Financial Mathematics Research Group, Faculty of Mathematics and Natural Sciences, Institut Teknologi Bandung, Indonesia
*rustam_math06[at]s.itb.ac.id
b) Food and Biomass Processing Technology Research Group, Faculty of Industrial Technology, Institut Teknologi Bandung, Indonesia


Abstract

Indonesia is the second largest biodiversity country in the world. Indonesia has a variety of top agricultural and plantation commodities, whereas each commodity has premium products which are normally related to its specific character/flavour and are generally associated with the producing origins. Specific character/flavour is represented by composition of metabolites each origin. To find out the specific character/flavour found in various Indonesian plantation commodities, clustering is needed. In this paper, we perform clustering on one Indonesian plantation commodity based on their metabolites composition. Metabolite compositions of samples of several origins of the commodity are clustered using the Hard C-Means algorithm with the Xie-Beni index as the cluster validity. Our present results confirm that each origin has a unique characteristic and belongs to a separate cluster.

Keywords: Indonesian plantation commodity; Clustering; Hard C-Means; Xie-Beni index

Topic: Applied Mathematics

Link: https://ifory.id/abstract/Hb3WaZcYNKqE

Conference: International Seminar on Applied Mathematics and Mathematics Education (ISAMME 2019)

Plain Format | Corresponding Author (Rustam -)

Featured Events

<< Swipe >>
<< Swipe >>

Embed Logo

If your conference is listed in our system, please put our logo somewhere in your website. Simply copy-paste the HTML code below to your website (ask your web admin):

<a target="_blank" href="https://ifory.id"><img src="https://ifory.id/ifory.png" title="Ifory - Indonesia Conference Directory" width="150" height="" border="0"></a>

Site Stats