International Journal of Engineering Science and Technology Development (IJEST)
Vol 1, No 1 (2013): April

Model Development of Children Under Mortality Rate With Group Method of Data Handling

Iing Lukman (Department of Management Faculty of Economics)
M. N. Hassan (World Health OrganizationCambodia Chapter, Pnom Phen)
Noor Akma I (Institute for Mathematical Reseach/Department of Mathematics)
M. N. Sulaiman (Department of Computer ScienceFaculty of Computer Science and Information Technology)



Article Info

Publish Date
13 Apr 2013

Abstract

in this research we examine aspects of the interdependence between economic development and the use of environmental and natural resources assets from global data published by united nations. for that purpose, we use data mining techniques.data mining techniques applied in this paper were: 1) group method of data handling (gmdh), originally from engineering, introducing principles of evolution - inheritance, mutation and selection - for generating a network structure systematically to develop the automatic model, synthesis, and its validation; 2) step wise regression were also applied for some cases.data sets for this research consist of one sets integration data of air quality data and macroeconomic data of the cross-country data of world development indicator 2003 (wdi 2003). the result shows that the mortality rate of children under five years old is dependent on sanitation and water facilities obtained from gmdh results. however, the results from step-wise regression shows that mortality rate was dependent on annual deforestation, particulate matter, nationally protected area, with the big contribution was from annual deforestation. 

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Journal Info

Abbrev

ijest

Publisher

Subject

Computer Science & IT Engineering

Description

International Journal of Engineering Science and Technology Development (IJEST), published every four month, is a carefully refereed international publication. Contributions of high technical merit are to span the breadth of science and engineering disciplines; covering the main areas of science and ...