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Title: :  APPLICATION OF MACHINE LEARNING IN OPTIMIZING SOCIO-ECONOMIC PLANNING
PaperId: :  10557
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 3 2019
DUI:    16.0415/IJARIIE-10557
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Vijay MauryaInstitute of Engineering & Technology, Lucknow
Rashmi Ranjan RoutIIT BHU Varanasi
Anuj VermaInternational Maritime Institute, Greater Noida

Abstract

COMPUTER ENGINEERING, ELECTRONICS ENGINEERING
K-means clustering, Machine Learning K-Nearest Neighbor, land utilization pattern
Effective use of land is a very crucial parameter in laying foundation of development process of a state or a country. Government Agencies want effective use of land to ensure rapid growth. State Government conducts surveys on Land Utilization Patterns of each district every year. The important attributes of Land Utilization are total geographic area, forest area, miscellaneous trees and grooves, permanent pastures, cultivable waste, land put to non Agricultural use, barren and uncultivable land, current fallows, other fallows, net area sown, total irrigated land etc. Based on these attributes the different districts can be clustered in to desire number of clusters. Again determining districts having closer values of the given demographic attributes with each district is also important. Clustering of districts can be done precisely by K-means clustering approach and K-Nearest Neighborhood approach can be implemented to find districts having very closer data.

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IJARIIE Vijay Maurya, Rashmi Ranjan Rout, and Anuj Verma. "APPLICATION OF MACHINE LEARNING IN OPTIMIZING SOCIO-ECONOMIC PLANNING" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 3 2019 Page 2024-2030
MLA Vijay Maurya, Rashmi Ranjan Rout, and Anuj Verma. "APPLICATION OF MACHINE LEARNING IN OPTIMIZING SOCIO-ECONOMIC PLANNING." International Journal Of Advance Research And Innovative Ideas In Education 5.3(2019) : 2024-2030.
APA Vijay Maurya, Rashmi Ranjan Rout, & Anuj Verma. (2019). APPLICATION OF MACHINE LEARNING IN OPTIMIZING SOCIO-ECONOMIC PLANNING. International Journal Of Advance Research And Innovative Ideas In Education, 5(3), 2024-2030.
Chicago Vijay Maurya, Rashmi Ranjan Rout, and Anuj Verma. "APPLICATION OF MACHINE LEARNING IN OPTIMIZING SOCIO-ECONOMIC PLANNING." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 3 (2019) : 2024-2030.
Oxford Vijay Maurya, Rashmi Ranjan Rout, and Anuj Verma. 'APPLICATION OF MACHINE LEARNING IN OPTIMIZING SOCIO-ECONOMIC PLANNING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 3, 2019, p. 2024-2030. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/APPLICATION_OF_MACHINE_LEARNING_IN_OPTIMIZING_SOCIO_ECONOMIC_PLANNING_ijariie10557.pdf (Accessed : ).
Harvard Vijay Maurya, Rashmi Ranjan Rout, and Anuj Verma. (2019) 'APPLICATION OF MACHINE LEARNING IN OPTIMIZING SOCIO-ECONOMIC PLANNING', International Journal Of Advance Research And Innovative Ideas In Education, 5(3), pp. 2024-2030IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/APPLICATION_OF_MACHINE_LEARNING_IN_OPTIMIZING_SOCIO_ECONOMIC_PLANNING_ijariie10557.pdf (Accessed : )
IEEE Vijay Maurya, Rashmi Ranjan Rout, and Anuj Verma, "APPLICATION OF MACHINE LEARNING IN OPTIMIZING SOCIO-ECONOMIC PLANNING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 3, pp. 2024-2030, May-Jun 2019. [Online]. Available: http://ijariie.com/AdminUploadPdf/APPLICATION_OF_MACHINE_LEARNING_IN_OPTIMIZING_SOCIO_ECONOMIC_PLANNING_ijariie10557.pdf [Accessed : ].
Turabian Vijay Maurya, Rashmi Ranjan Rout, and Anuj Verma. "APPLICATION OF MACHINE LEARNING IN OPTIMIZING SOCIO-ECONOMIC PLANNING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 3 ().
Vancouver Vijay Maurya, Rashmi Ranjan Rout, and Anuj Verma. APPLICATION OF MACHINE LEARNING IN OPTIMIZING SOCIO-ECONOMIC PLANNING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : ]; 5(3) : 2024-2030. Available from: http://ijariie.com/AdminUploadPdf/APPLICATION_OF_MACHINE_LEARNING_IN_OPTIMIZING_SOCIO_ECONOMIC_PLANNING_ijariie10557.pdf
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