Search Results - "Gundogdu, Serdar"

Efficient prediction of early-stage diabetes using XGBoost classifier with random forest feature selection technique by Gündoğdu, Serdar

“…Diabetes is one of the most common and serious diseases affecting human health. Early diagnosis and treatment are vital to prevent or delay complications…”
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Improving breast cancer prediction using a pattern recognition network with optimal feature subsets by Gundogdu, Serdar

“…Aim To predict the presence of breast cancer by using a pattern recognition network with optimal features based on routine blood analysis parameters and…”
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Application of MLR-PRN model for estimation of arsenic concentration in drinking water: a case study for İzmir City by Gündoğdu, Serdar

“…Arsenic in drinking water can have serious adverse health effects depending on consumption. This study includes the comparison of two neural networks, Pattern…”
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Application of feed forward and cascade forward neural network models for prediction of hourly ambient air temperature based on MERRA-2 reanalysis data in a coastal area of Turkey by Gündoğdu, Serdar, Elbir, Tolga

“…Air temperature forecasting has been a vital climatic factor required for different applications in many areas such as energy, industry, agriculture, health,…”
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Hepatitis C Disease Detection Based on PCA–SVM Model by GÜNDOĞDU, Serdar

“…Hepatitis C is a liver disease caused by infection with the hepatitis C virus (HCV), which is transmitted through the blood. The disease can lead to diseases…”
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Estimation of ground-level particulate matter concentrations based on synergistic use of MODIS, MERRA-2 and AERONET AODs over a coastal site in the Eastern Mediterranean by Tuna Tuygun, Gizem, Gündoğdu, Serdar, Elbir, Tolga

“…Satellite-derived aerosol optical depth (AOD) products are widely used to estimate the spatial and temporal characteristics of ground-level particulate matters…”
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Multiple stones in a pediatric case of single-system ureterocele with vesicoureteral reflux by Gundogdu, Serdar, Turedi, Bilge, Yilmaz, Mehmet Ogur, Balkan, Mehmet Emin, Kilic, Nizamettin, Utangac, Mehmet Mazhar

“…Presence of multiple calculi in a single system ureterocele is a rare condition. A 3-year-old boy presented with recurrent urinary tract infections in whom…”
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A data-driven approach for PM2.5 estimation in a metropolis: random forest modeling based on ERA5 reanalysis data by Gündoğdu, Serdar, Elbir, Tolga

“…Air pollution in urban environments, particularly from fine particulate matter (PM2.5), poses significant health risks. Addressing this issue, the current…”
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E.M.I Effects of Cathodic Protection on Electromagnetic Flowmeters by Gundogdu, Serdar, Sahin, Ozge

“…Electromagnetic flowmeters are used to measure the speed of water flow in water distribution systems. Corrosion problem in metal pipelines can be solved by…”
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Assessment of mental fatigue and stress on electronic sport players with data fusion by Gündoğdu, Serdar, Çolak, Ömer Halil, Doğan, Ebru Apaydın, Gülbetekin, Evrim, Polat, Övünç

“…Stress and mental fatigue are in existence constantly in daily life, and decrease our productivity while performing our daily routines. The purpose of this…”
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Estimating daily PM2.5 concentrations using an extreme gradient boosting model based on VIIRS aerosol products over southeastern Europe by Gündoğdu, Serdar, Tuna Tuygun, Gizem, Li, Zhanqing, Wei, Jing, Elbir, Tolga

“…The performance of aerosol optical depth (AOD) products from the visible infrared imaging radiometer suite (VIIRS) instrument to estimate ground-level PM 2.5…”
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Calibrating MERRA-2 PM2.5 concentrations with aerosol diagnostics: testing different machine learning approaches in the Eastern Mediterranean by Tuna Tuygun, Gizem, Gündoğdu, Serdar, Elbir, Tolga

“…Estimating ground-level PM 2.5 concentrations by satellite-based aerosol optical depth (AOD) does not provide spatially and temporally continuous estimations…”
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Elevating Hourly PM 2.5 Forecasting in Istanbul, Türkiye: Leveraging ERA5 Reanalysis and Genetic Algorithms in a Comparative Machine Learning Model Analysis by Gundogdu, Serdar, Elbir, Tolga

“…Rapid urbanization and industrialization have intensified air pollution, posing severe health risks and necessitating accurate PM predictions for effective…”
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Orta Çağ’da siyasi meşruiyet kaynağı olarak rüya by Gündoğdu,Serdar

“…Rüya, tarih boyunca insanların hayal ve gelecek için ümit ettikleri arzularının gerçekleştiği saha olarak karşımıza çıkmaktadır. Devletlerin var olmasıyla…”
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Elevating hourly PM2.5 forecasting in Istanbul, Türkiye: Leveraging ERA5 reanalysis and genetic algorithms in a comparative machine learning model analysis by Gündoğdu, Serdar, Elbir, Tolga

“…Rapid urbanization and industrialization have intensified air pollution, posing severe health risks and necessitating accurate PM2.5 predictions for effective…”
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Comparison of static MLP and dynamic NARX neural networks for forecasting of atmospheric PM10 and SO2 concentrations in an industrial site of Turkey by Gündoğdu, Serdar

“…This study aims to compare performances of two static and one dynamic neural networks used for prediction of hourly ambient air quality concentrations in an…”
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Comparison of static MLP and dynamic NARX neural networks for forecasting of atmospheric PM 10 and SO 2 concentrations in an industrial site of Turkey by Gündoğdu, Serdar

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Orta Çağ'da Siyasi Meşruiyet Kaynağı Olarak Rüya by GÜNDOĞDU, Serdar

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A data-driven approach for PM 2.5 estimation in a metropolis: random forest modeling based on ERA5 reanalysis data by Gündoğdu, Serdar, Elbir, Tolga

“…Air pollution in urban environments, particularly from fine particulate matter (PM 2.5 ), poses significant health risks. Addressing this issue, the current…”
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Karakoyunlular Akkoyunlular: İran ve Anadolu'da Türkmen hanedanları / Muhsin Behramnejad ; tercüme ve notlar, Serdar Gündoğdu, Ali İçer by Behrâmnejâd, Muhsin, Gündoğdu, Serdar, İçer, Ali

“…İki Türkmen Hanedanı: Karakoyunlular ve Akkoyunlular 14. yüzyıl ortalarına doğru İran ve Doğu Anadolu’nun doğusunda siyasi hayatına başlayan iki devlet:…”
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