PREDICTION THE NUMBER OF PATIENTS AT DENGUE HEMORRHAGIC FEVER CASES USING ADAPTIVE NEURAL FUZZY INFERENCE SYSTEM (ANFIS)
Journal Title: International Journal of Innovative Research in Advanced Engineering - Year 2017, Vol 0, Issue 0
Abstract
Dengue Hemorrhagic Fever is one of the dangerous infectious diseases that can cause death within a short time and often cause epidemic. The spread of dengue fever outbreaks globally with frequency levels tend to be higher during the period of last 50 years gave rise to an idea that systematic prevention. The purpose of this paper was to design an application to predict the number of dengue hemorrhagic fever patients with ANFIS method. Weather factors such as air humidity, air temperature, rainfall and number of rain days is used as the factors that influence the incidence of dengue hemorrhagic fever. In this paper using three methods for establishment of FIS: Grid Partition, Substractive Clustering and Fuzzy C Means. By simulating three methods for maximum predicted results, it was found that the ANFIS method with Grid Partition as the establishment of FIS is the best model to generate value with the smallest RMSE testing is 0.71. It indicates That ANFIS models is well proven to be used in predicting The cases of dengue fever
Authors and Affiliations
Basuki Rachmat, Oky Dwi Nurhayati, Suryono Suryono
Keywords
Related Articles
- EP ID EP177303
- DOI -
- Views 207
- Downloads 0
Design and Experimental Analysis of Rectangular Wavy Micro Channel Heat sink
An experimental investigation has been explore in order to study the flow of fluid and heat transfer characteristics on a Rectangular Wavy microchannel heat sink. Various applications are envisaged for the use of micro...
Vehicle Headway Distribution Models on Two-Lane Two-Way Undivided Roads
The time headway between vehicles is an important flow characteristic that affects the safety, level of service, driver behavior, and capacity of a transportation system. The present study attempted to identify suitable...
GEOPOLYMER AS REPAIR MATERIAL - A REVIEW
Cement is the world's most used construction binder material. Cement production emits large amounts of CO2 and consumes significant amount of energy. As a result, it is necessary to find a new concrete material to replac...
WEB CONTENT MANAGEMENT SYSTEM
The preparation and publication of a website very much depends on the requirements of contents in a website.The contents of websites may be very simple or complex. Contents of a website may need to manage as per requirem...
COMPARATIVE STUDY OF PAPR REDUCTION ON SPECTRUM AND ENERGY EFFICIENCIES USING CLIPPING AND FILTERING TECHNIQUE AND PARTIAL TRANSMIT SEQUENCE TECHNIQUE IN OFDM SYSTEM
In this paper an economical study is done among simple clipping and filtering procedures and partial transmit sequence procedure, and proved that spectrum and energy efficiency is much better in comparative with the part...