Search Results - "Kartal,Serkan"

Machine Learning-Based Plant Detection Algorithms to Automate Counting Tasks Using 3D Canopy Scans by Kartal, Serkan, Choudhary, Sunita, Masner, Jan, Kholová, Jana, Stočes, Michal, Gattu, Priyanka, Schwartz, Stefan, Kissel, Ewaut

“…This study tested whether machine learning (ML) methods can effectively separate individual plants from complex 3D canopy laser scans as a prerequisite to…”
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Pattern Layer Reduction for a Generalized Regression Neural Network by Using a Self–Organizing Map by Kartal, Serkan, Oral, Mustafa, Ozyildirim, Buse Melis

“…In a general regression neural network (GRNN), the number of neurons in the pattern layer is proportional to the number of training samples in the dataset. The…”
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Assessment of the spatiotemporal prediction capabilities of machine learning algorithms on Sea Surface Temperature data: A comprehensive study by Kartal, Serkan

“…Spatiotemporal time series prediction plays a crucial role in a wide range of applications. However, in most of the studies, spatial information was ignored…”
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Comparison of semantic segmentation algorithms for the estimation of botanical composition of clover-grass pastures from RGB images by Kartal, Serkan

“…In dairy industry, estimation of the in-field clover-grass ratio is an important factor in composing feed ratios for cows. Accurate estimation of the grass and…”
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Prediction of MODIS land surface temperature using new hybrid models based on spatial interpolation techniques and deep learning models by Kartal, Serkan, Sekertekin, Aliihsan

“…Land surface temperature (LST) prediction is of great importance for climate change, ecology, environmental and industrial studies. These studies require…”
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Genelleştirilmiş regresyon yapay sinir ağı örüntü katman büyüklüğünü azaltmak için kümeleme tabanlı bir yaklaşım by Oral,Mustafa, Kartal,Serkan, Özyıldırım,Buse Melis

“…Genelleştirilmiş Regresyon Yapay Sinir Ağı (GRYSA) radyal tabanlı çalışan ve genellikle tahminleyici olarak kullanılan denetimli-öğrenimli bir yapay sinir ağı…”
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Next-level vegetation health index forecasting: A ConvLSTM study using MODIS Time Series by KARTAL, Serkan, IBAN, Muzaffer Can, SEKERTEKIN, Aliihsan

“…The Vegetation Health Index (VHI) is a metric used to assess the health and condition of vegetation, based on satellite-derived data. It offers a comprehensive…”
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Use of microperforated films and oxygen scavengers to maintain storage stability of fresh strawberries by Kartal, Serkan, Aday, Mehmet Seckin, Caner, Cengiz

“…[Display omitted] ► Microperforated films with oxygen scavengers preserved quality and maintained firmness of fresh strawberries. ► A microperforated film with…”
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A decision-tree-based measure–correlate–predict approach for peak wind gust estimation from a global reanalysis dataset by Kartal, Serkan, Basu, Sukanta, Watson, Simon J

“…Peak wind gust (Wp) is a crucial meteorological variable for wind farm planning and operations. However, for many wind farm sites, there is a dearth of on-site…”
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A cluster based approach to reduce pattern layer size for generalized regression neural network by Oral, Mustafa, Kartal, Serkan, Özyıldırım, Buse Melis

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Genelleştirilmiş regresyon yapay sinir ağı örüntü katman büyüklüğünü azaltmak için kümeleme tabanlı bir yaklaşım by Mustafa Oral, Serkan Kartal, Buse Melis Özyıldırım

“…Genelleştirilmiş Regresyon Yapay Sinir Ağı (GRYSA) radyal tabanlı çalışan ve genellikle tahminleyici olarak kullanılan denetimli-öğrenimli bir yapay sinir ağı…”
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Genelleştirilmiş regresyon yapay sinir ağı örüntü katman büyüklüğünü azaltmak için kümeleme tabanlı bir yaklaşım by Buse Melis Özyıldırım, Serkan Kartal, Mustafa Oral

“…Genelleştirilmiş Regresyon Yapay Sinir Ağı (GRYSA) radyal tabanlı çalışan ve genellikle tahminleyici olarak kullanılan denetimli-öğrenimli bir yapay sinir ağı…”
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Genelleştirilmiş regresyon yapay sinir ağı örüntü katman büyüklüğünü azaltmak için kümeleme tabanlı bir yaklaşım by Mustafa ORAL, Serkan KARTAL, Buse Melis ÖZYILDIRIM

“…Genelleştirilmiş Regresyon Yapay Sinir Ağı (GRYSA) radyal tabanlı çalışan ve genellikle tahminleyici olarak kullanılan denetimli-öğrenimli bir yapay sinir ağı…”
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