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Analysis and Estimation of Crop Yield Using DBSCAN Algorithm


Latha G, Anusha S, Vikas B O
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Agriculture field requires farmers and agriculture businesses to take critical decisions every day and also overcome the complexity and factors that they influence. Approach for accomplishing practical and effective solutions for this problem. Agriculture has been an significant target for big data. The various factors such as production, rainfall, temperature, soil type, fertilizer used, influence the farmer to access information and to make critical farming decision. This paper focuses on the analysis of the agriculture data and finding optimal parameters to maximize the crop production using data mining techniques like DBSCAN and Multiple Linear Regression. The result is the yield estimation and this helps agribusinesses to make future business decisions.

Latha G, Anusha S, Vikas B O

Clustering, DBSCAN, Linear Regression, Agricultural data

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Publication Details

Published in : Volume 4 | Issue 8 | May-June - 2018
Date of Publication Print ISSN Online ISSN
2018-06-30 2395-1990 2394-4099
Page(s) Manuscript Number   Publisher
265-269 IJSRSET184880   Technoscience Academy

Cite This Article

Latha G, Anusha S, Vikas B O, "Analysis and Estimation of Crop Yield Using DBSCAN Algorithm", International Journal of Scientific Research in Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 4, Issue 8, pp.265-269, May-June-2018.
URL : http://ijsrset.com/IJSRSET184880.php