F. Boray Tek
YOU?
Author Swipe
View article: Adaptive locally connected recurrent unit (ALCRU)
Adaptive locally connected recurrent unit (ALCRU) Open
Research has shown that adaptive locally connected neurons outperform their fully connected (dense) counterparts, motivating this study on the development of the Adaptive Locally Connected Recurrent Unit (ALCRU). ALCRU modifies the Simple …
View article: Automated Diagnosis of Alzheimer’s Disease Using OCT and OCTA: A Systematic Review
Automated Diagnosis of Alzheimer’s Disease Using OCT and OCTA: A Systematic Review Open
Retinal optical coherence tomography (OCT) and optical coherence tomography angiography (OCTA) have emerged as promising, non-invasive, and cost-effective modalities for the early diagnosis of Alzheimer’s disease (AD). However, a comprehen…
View article: TURSpider: A Turkish Text-to-SQL Dataset and LLM-Based Study
TURSpider: A Turkish Text-to-SQL Dataset and LLM-Based Study Open
This paper introduces TURSpider, a novel Turkish Text-to-SQL dataset developed through human translation of the widely used Spider dataset, aimed at addressing the current lack of complex, cross-domain SQL datasets for the Turkish language…
View article: Forecasting and Analysis of Energy Consumption and Waste Generation in Antalya with SVR
Forecasting and Analysis of Energy Consumption and Waste Generation in Antalya with SVR Open
Antalya, a rapidly expanding coastal city in Türkiye, has experienced significant changes due to urbanization and increasing tourism activities. Comprehending tourism trends is crucial for the city's sustainable development and environment…
View article: TUR2SQL: A Cross-Domain Turkish Dataset For Text-to-SQL
TUR2SQL: A Cross-Domain Turkish Dataset For Text-to-SQL Open
We would like to thank all the participants who took part in the survey mentioned in this study, including the students enrolled in the Database Systems course taught by Asst. Prof. Emine Ekin from FMV Isik University during the Spring sem…
View article: Hotel Sales Forecasting with LSTM and N-BEATS
Hotel Sales Forecasting with LSTM and N-BEATS Open
Time series forecasting aims to model the change in data points over time. It is applicable in many areas, such as energy consumption, solid waste generation, economic indicators (inflation, currency), global warming (heat, water level), a…
View article: Automated diagnosis of AD using OCT and OCTA: A systematic review
Automated diagnosis of AD using OCT and OCTA: A systematic review Open
Retinal optical coherence tomography (OCT) and optical coherence tomography angiography (OCTA) are promising tools for the early-stage diagnosis of Alzheimer’s disease (AD). These non-invasive imaging techniques are cost-effective and more…
View article: A Survey on Automated Diagnosis of Alzheimer's Disease Using Optical Coherence Tomography and Angiography
A Survey on Automated Diagnosis of Alzheimer's Disease Using Optical Coherence Tomography and Angiography Open
Retinal optical coherence tomography (OCT) and optical coherence tomography angiography (OCTA) are promising tools for the (early) diagnosis of Alzheimer's disease (AD). These non-invasive imaging techniques are cost-effective and more acc…
View article: Tweet Sentiment Analysis for Cryptocurrencies
Tweet Sentiment Analysis for Cryptocurrencies Open
Many traders believe in and use Twitter tweets to guide their daily cryptocurrency trading. In this project, we investigated the feasibility of automated sentiment analysis for cryptocurrencies. For the study, we targeted one cryptocurrenc…
View article: Convolutional Attention Network for MRI-based Alzheimer’s Disease Classification and its Interpretability Analysis
Convolutional Attention Network for MRI-based Alzheimer’s Disease Classification and its Interpretability Analysis Open
Neuroimaging techniques, such as Magnetic Resonance Imaging (MRI) and Positron Emission Tomography (PET), help to identify Alzheimer's disease (AD). These techniques generate large-scale, high-dimensional, multimodal neuroimaging data, whi…
View article: Programlamaya Giriş Dersini Alan Öğrencilerin Programlama Öz Yeterlilik Algılarının ve Programlamaya Bakış Açılarının İncelenmesi
Programlamaya Giriş Dersini Alan Öğrencilerin Programlama Öz Yeterlilik Algılarının ve Programlamaya Bakış Açılarının İncelenmesi Open
Bu çalışmada üniversite öğrencilerinin Java programlama öz yeterlilik algıları, programlama öğrenme istekleri ve çalışma alışkanlıkları çeşitli değişkenlere göre (cinsiyet, bölüm, eğitim dili, harf notu, ders tekrarları vb.) istatistiksel …
View article: Adaptive convolution kernel for artificial neural networks
Adaptive convolution kernel for artificial neural networks Open
View article: Using Adaptive Locally Connected Layer in Attention Based Deep Neural Network for Speech Command Recognition
Using Adaptive Locally Connected Layer in Attention Based Deep Neural Network for Speech Command Recognition Open
Sesli komut tanıma insan-makine ara yüzüyle ilişkili aktif bir araştırma konusudur. Dikkat tabanlı derin ağlar ile bu tür problemler başarılı bir şekilde çözülebilmektedir. Bu çalışmada, var olan bir dikkat tabanlı derin ağ yöntemi, uyarla…
View article: An adaptive locally connected neuron model: Focusing neuron
An adaptive locally connected neuron model: Focusing neuron Open
This paper presents a new artificial neuron model capable of learning its receptive field in the topological domain of inputs. The model provides adaptive and differentiable local connectivity (plasticity) applicable to any domain. It requ…
View article: Forecasting and Analysis of Domestic Solid Waste Generation in Districts of Istanbul with Support Vector Regression
Forecasting and Analysis of Domestic Solid Waste Generation in Districts of Istanbul with Support Vector Regression Open
Waste planning is essential for large and developing cities such as Istanbul. In this report, we perform data analysis on "Waste Amount Based on District, Year and Waste Type"dataset shared by Istanbul Metropolitan Municipality. After anal…
View article: Web Service Translating Content into Turkish Sign Language
Web Service Translating Content into Turkish Sign Language Open
The essential communication tool for people with hearing loss is sign language. It is way more efficient for their communication. Existing systems for translating the text into sign language are offline and not practical. In this study, we…
View article: Uyarlanır Yerel Bağlı Nöron Modelinin İncelemesi
Uyarlanır Yerel Bağlı Nöron Modelinin İncelemesi Open
Bu çalışmada uyarlanır yerel bağlı (odaklanan) nöron modelinin bir incelemesi sunulmuştur. Öncelikle bu modelin varolan diğer nöron modelleri ile ilişkisi incelenmiştir. Daha sonra modelin ileri beslemede çalışması ve geriye yayılım ile eğ…
View article: Malaria Parasite Detection with Deep Transfer Learning
Malaria Parasite Detection with Deep Transfer Learning Open
This study aims to automatically detect malaria parasites (Plasmodium sp) on images taken from Giemsa stained blood smears. Deep learning methods provide limited performance when sample size is low. In transfer learning, visual features ar…
View article: Animal Sound Classification Using A Convolutional Neural Network
Animal Sound Classification Using A Convolutional Neural Network Open
In this paper, we investigate the problem of animal sound classification using deep learning and propose a system based on convolutional neural network architecture. As the input to the network, sound files were preprocessed to extract Mel…
View article: A Haar Classifier Based Call Number Detection and Counting Method for Library Books
A Haar Classifier Based Call Number Detection and Counting Method for Library Books Open
Counting and organization of books in libraries is a routine and time-consuming task The task gets more complicated by misplaced books in shelves. In order to solve these problems, we propose an automated visual call number (book-id) detec…
View article: Learning Filter Scale and Orientation In CNNs
Learning Filter Scale and Orientation In CNNs Open
Convolutional neural networks have many hyperparameters such as the filter size, number of filters, and pooling size, which require manual tuning. Though deep stacked structures are able to create multi-scale and hierarchical representatio…
View article: Examining self-efficacy perception and attitudes of introduction to programming course students with respect to gender and course language
Examining self-efficacy perception and attitudes of introduction to programming course students with respect to gender and course language Open
Bu araştırmanın amacı F.M.V. Işık Üniversitesi Mühendislik Fakültesinde öğrenim gören öğrencilerin genel öz-yeterlilik algılarının ve Programlamaya Giriş(CSE101) dersine yönelik tutumlarının; cinsiyet ve eğitim aldıkları programın diline (…
View article: Odaklanan Nöron focusing neuron
Odaklanan Nöron focusing neuron Open
Geleneksel yapay sinir ağında topoloji eğitim sırasında değişebilecek esnekliğe sahip değildir. Ağda her bir nöron ve bağımsız bağlantı katsayıları çözüm işlevinin bir parçasıdır. Bu bildiride önerdiğimiz odaklanabilir nöron birbirine bağı…
View article: Adaptive Gray World-Based Color Normalization of Thin Blood Film Images
Adaptive Gray World-Based Color Normalization of Thin Blood Film Images Open
This paper presents an effective color normalization method for thin blood film images of peripheral blood specimens. Thin blood film images can easily be separated to foreground (cell) and background (plasma) parts. The color of the plasm…
View article: Interactive learning based nodule detection in ct lung volumes
Interactive learning based nodule detection in ct lung volumes Open
Bu bildiride akciğer BT taramalarında otomatik nodül tespiti yapmak üzere geliştirdigimiz yeni ve özgün bir yöntem sunulmaktadır. Önerdiğimiz yöntem, akciğer organına ve belirli bir nodül tipine bağlı kalmaksızın genelleştirilmiş bir yakla…