Browsing by Author "Erdem, Z."
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A Comparative Study on Denoising from Facial Images Using Convolutional Autoencoder
Darici, M.B.; Erdem, Z. (Gazi Universitesi, 2023)Denoising is one of the most important preprocesses in image processing. Noises in images can prevent extracting some important information stored in images. Therefore, before some implementations such as image classification, ... -
Forecasting the Short-Term Electricity In Steel Manufacturing For Purchase Accuracy on Day-Ahead Market
Koca, A.; Erdem, Z.; Aydin, M.N. (Institute of Electrical and Electronics Engineers Inc., 2022)Forecasting electricity consumption in the most accurate way is crucial for purchase on the day-ahead market in steel manufacturing. This study is aimed to predict short-term electricity consumption regarding the day-ahead ... -
Reviewing the Effects of Spatial Features on Price Prediction for Real Estate Market: Istanbul Case
Ecevit, M.I.; Erdem, Z.; Dag, H. (Institute of Electrical and Electronics Engineers Inc., 2022)In the real estate market, spatial features play a crucial role in determining property appraisals and prices. When spatial features are considered, classification techniques have been rarely studied compared to regression, ...