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View article: Prediction of COVID-19 Time Series – Case Studies of South Africa and Egypt using Interval Type-2 Fuzzy Logic System
Prediction of COVID-19 Time Series – Case Studies of South Africa and Egypt using Interval Type-2 Fuzzy Logic System Open
COVID-19 is a virus known to emanate from Wuhan, China in December 2019. COVID-19 spread widely to nearby countries like Japan and Korea, followed by Europe and America and later to Africa. Particularly, South Africa and Egypt have been wo…
View article: Intuitionistic fuzzy Logic System and its Application to Global Carbon Dioxide Emissions Prediction
Intuitionistic fuzzy Logic System and its Application to Global Carbon Dioxide Emissions Prediction Open
In this study, a Takagi-Sugeno-Kang based intuitionistic fuzzy logic system is proposed for the prediction of global carbon dioxide emission for the first time. The intuitionistic fuzzy logic system is an integration of artificial neural n…
View article: Interval Type-2 Fuzzy Neural Networks for Short Term Electric Load Forecasting: A Comparative Study
Interval Type-2 Fuzzy Neural Networks for Short Term Electric Load Forecasting: A Comparative Study Open
This paper focuses on the study of short term load forecasting (STELF) using interval Type-2 Fuzzy Logic (IT2FL) and feed-forward Neural Network with back-propagation (NN-BP) tuning algorithm to improve their approximation capability, flex…
View article: Software Fault Prediction Based on Interval Type-2 Intuitionistic Fuzzy Logic System
Software Fault Prediction Based on Interval Type-2 Intuitionistic Fuzzy Logic System Open
With the continuous expansion and innovations in modern software development, the rate at which defects are present in software is directly proportional to how sophisticated and complex the software tends to be.Software fault prediction th…
View article: Optimization of Interval Type-2 Fuzzy Logic System for Software Reliability Prediction
Optimization of Interval Type-2 Fuzzy Logic System for Software Reliability Prediction Open
Since real world application is fraught with high amount of uncertainty, such as applicable to software reliability, there should be a method of handling the uncertainty.This paper presents a model to properly handle uncertainty in softwar…
View article: Interval Type-2 Intuitionistic Fuzzy Logic System for Forecasting the Electricity Load
Interval Type-2 Intuitionistic Fuzzy Logic System for Forecasting the Electricity Load Open
A study on load forecasting prediction is important for efficient management of users' demands for any utility such as electricity and gas.Many computational intelligence approaches have been adopted for electricity load forecasts.For inst…
View article: Interval Type-2 Fuzzy Neural Networks for Short Term Electric Load Forecasting: A Comparative Study
Interval Type-2 Fuzzy Neural Networks for Short Term Electric Load Forecasting: A Comparative Study Open
This paper focuses on the study of short term load forecasting (STELF) using interval Type-2 Fuzzy Logic (IT2FL) and feed-forward Neural Network with back-propagation (NN-BP) tuning algorithm to improve their approximation capability, flex…