International Conference on Engineering and Technology Development (ICETD)
2012: 1st ICETD 2012

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

I. Lukman (Universitas Malahayati Bandarlampung Indonesia)
M. N. Hassan (World Health Organization Cambodia Chapter, Pnom Phen)
Noor Akma I (Institute for Mathematical Reseach/Department of Mathematics Universiti Putra Malaysia)
M. N. Sulaiman (Department of Computer Science Faculty of Computer Science and Information Technology Universiti Putra Malaysia Serdang D. E. 43400 Selangor)



Article Info

Publish Date
21 Jun 2012

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. 

Copyrights © 2012






Journal Info

Abbrev

icetd

Publisher

Subject

Computer Science & IT Engineering

Description

In this proceeding contains papers that get submitted and presented at the International Conference on Technology and Engineering Development, 2013. Conference organized by the Bandar Lampung University on 27-29 August 2013, held at the graduate campus, Bandar Lampung ...