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Covid-19 diagnosis prediction in emergency care patients using convolutional neural network
(Afyon Kocatepe Üniversitesi, 30.04.2021)
The sudden increase in cases of Coronavirus disease (COVID-19) puts a high pressure on health care providers in many countries across the world. In the present case, an early and correct diagnosis of the disease, and ...
Contribution analysis of optimization methods on super-resolution
(Afyon Kocatepe Üniversitesi, 31.12.2021)
In this study, the benefits of choosing a robust optimization function with super resolution are analyzed. For this purpose, the different optimizers are included in the simple Convolutional Neural Network (CNN) architecture ...
Fuzzy logic and deep learning ıntegration in likert type data
(Afyon Kocatepe Üniversitesi, 28.02.2022)
Deep learning networks have many modern applications and demonstrate a high-performance level. As the applications of deep learning networks to real-world problems continues to spread, the reason why they are effective ...
Gated recurrent unit network-based fuzzy time series forecasting model
(Afyon Kocatepe Üniversitesi, 28.06.2023)
Time series forecasting and prediction are utilized in various industries, such as e-commerce, stock
markets, wind power, and energy demand forecasting. An accurate forecast in these applications is an
essential and ...