Search Results - "ÖZYILDIRIM, Buse Melis"

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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Generalized classifier neural network by Ozyildirim, Buse Melis, Avci, Mutlu

“…In this work a new radial basis function based classification neural network named as generalized classifier neural network, is proposed. The proposed…”
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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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Levenberg–Marquardt multi-classification using hinge loss function by Ozyildirim, Buse Melis, Kiran, Mariam

“…Incorporating higher-order optimization functions, such as Levenberg–Marquardt (LM) have revealed better generalizable solutions for deep learning problems…”
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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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Neville interpolation-based normal estimation by ÖZYILDIRIM, Buse Melis, ÇEVİK, Ulus

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Levenberg–Marquardt multi-classification using hinge loss function by Ozyildirim, Buse Melis, Kiran, Mariam

“…Incorporating higher-order optimization functions, such as Levenberg-Marquardt (LM) have revealed better generalizable solutions for deep learning problems…”
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Deep Learning on Mobile Systems by Curukoglu, Nur, Ozyildirim, Buse Melis

“…Training of deep learning methods which are widely utilized in intelligent systems requires powerful computers, however, they are also used on mobile systems…”
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One pass learning for generalized classifier neural network by Ozyildirim, Buse Melis, Avci, Mutlu

“…Generalized classifier neural network introduced as a kind of radial basis function neural network, uses gradient descent based optimized smoothing parameter…”
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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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İşletim sistemleri ve sistem programlama: Mutlu Avcı, Buse Melis Özyıldırım, Onur Ülgen by Avcı, Mutlu, Özyıldırım, Buse Melis, Ülgen, Onur

“…Günümüzde Bilgisayar Bilimleri ve Bilişim Teknolojileri yaşamın her alanı için vazgeçilmez olmuştur. İnternet ortamı hemen her konuda bulanıklığa neden olacak…”
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Logarithmic learning for generalized classifier neural network by Ozyildirim, Buse Melis, Avci, Mutlu

“…Generalized classifier neural network is introduced as an efficient classifier among the others. Unless the initial smoothing parameter value is close to the…”
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İşletim sistemleri ve sistem programlama: Mutlu Avcı, Buse Melis Özyıldırım, Onur Ülgen by Avcı, Mutlu, Özyıldırım, Buse Melis, Ülgen, Onur

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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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Do optimization methods in deep learning applications matter? by Ozyildirim, Buse Melis, Kiran, Mariam

“…With advances in deep learning, exponential data growth and increasing model complexity, developing efficient optimization methods are attracting much research…”
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Handwritten Digits Classification with Generalized Classifier Neural Network by Melis Ozyildirim, Buse, Avci, Mutlu

“…Pattern recognition process is composed of three main steps: preprocessing, feature extraction and classification. Characteristic features and an efficient…”
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Comparison of convolutional neural network models for food image classification by Ozsert Yigit, Gozde, Ozyildirim, Buse Melis

“…According to some estimates of World Health Organization (WHO), in 2014, more than 1.9 billion adults aged 18 years and older were overweight. Overall, about…”
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Image Classification of Aerial Images Using CNN-SVM by Copur, Mert, Ozyildirim, Buse Melis, Ibrikci, Turgay

“…Image classification is a very easy task for humans. Even a three years old child can classify an image instantly and without any doubt. However, teaching…”
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