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Title: :  AIR POLLUTION ESTIMATION USING DATA MINING APPROACH
PaperId: :  8859
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 4 Issue 4 2018
DUI:    16.0415/IJARIIE-8859
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
SukethaSahyadri College of Engineering & Management
Pooja N SSahyadri College of Engineering & Management
Vanishree B SSahyadri College of Engineering & Management

Abstract

Computer Science Engineering
Random Forest Regression , Air Quality Index
The main objective of this paper is to estimate air pollution using data mining approach. Today world is going behind industrialization which has made human life better as well as negatively affected the environment . Air pollution should be prevented as earlier as possible to avoid threat to human life. Air pollution includes excess levels of ozone, carbon-dioxide, nitrogen oxide etc. The Air Quality Index is an indicator of air quality standards, it is based on air pollutants that have bad effects on human health and the environment. The proposed method uses Random Forest Regression Algorithm and it selects the most important features and predictors. These allows increasing the forecasting accuracy of atmospheric pollution in a significant way.

Citations

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IJARIIE Suketha, Pooja N S, and Vanishree B S. "AIR POLLUTION ESTIMATION USING DATA MINING APPROACH" International Journal Of Advance Research And Innovative Ideas In Education Volume 4 Issue 4 2018 Page 374-377
MLA Suketha, Pooja N S, and Vanishree B S. "AIR POLLUTION ESTIMATION USING DATA MINING APPROACH." International Journal Of Advance Research And Innovative Ideas In Education 4.4(2018) : 374-377.
APA Suketha, Pooja N S, & Vanishree B S. (2018). AIR POLLUTION ESTIMATION USING DATA MINING APPROACH. International Journal Of Advance Research And Innovative Ideas In Education, 4(4), 374-377.
Chicago Suketha, Pooja N S, and Vanishree B S. "AIR POLLUTION ESTIMATION USING DATA MINING APPROACH." International Journal Of Advance Research And Innovative Ideas In Education 4, no. 4 (2018) : 374-377.
Oxford Suketha, Pooja N S, and Vanishree B S. 'AIR POLLUTION ESTIMATION USING DATA MINING APPROACH', International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 4, 2018, p. 374-377. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/AIR_POLLUTION_ESTIMATION_USING_DATA_MINING_APPROACH_ijariie8859.pdf (Accessed : 22 November 2018).
Harvard Suketha, Pooja N S, and Vanishree B S. (2018) 'AIR POLLUTION ESTIMATION USING DATA MINING APPROACH', International Journal Of Advance Research And Innovative Ideas In Education, 4(4), pp. 374-377IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/AIR_POLLUTION_ESTIMATION_USING_DATA_MINING_APPROACH_ijariie8859.pdf (Accessed : 22 November 2018)
IEEE Suketha, Pooja N S, and Vanishree B S, "AIR POLLUTION ESTIMATION USING DATA MINING APPROACH," International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 4, pp. 374-377, Jul-Aug 2018. [Online]. Available: http://ijariie.com/AdminUploadPdf/AIR_POLLUTION_ESTIMATION_USING_DATA_MINING_APPROACH_ijariie8859.pdf [Accessed : 22 November 2018].
Turabian Suketha, Pooja N S, and Vanishree B S. "AIR POLLUTION ESTIMATION USING DATA MINING APPROACH." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 4 number 4 (22 November 2018).
Vancouver Suketha, Pooja N S, and Vanishree B S. AIR POLLUTION ESTIMATION USING DATA MINING APPROACH. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2018 [Cited : 22 November 2018]; 4(4) : 374-377. Available from: http://ijariie.com/AdminUploadPdf/AIR_POLLUTION_ESTIMATION_USING_DATA_MINING_APPROACH_ijariie8859.pdf
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