Yayınlar
Dergi makaleleri, konferans bildirileri, kitaplar ve diğer akademik çalışmalarım
Yazarlar: E Avuçlu, A Elen
Parkinson’s disease is a neurological disorder that causes partial or complete loss of motor reflexes and speech and affects thinking, behavior, and other vital functions affecting the nervous syste ...
Yazarlar: A Elen, S Baş, C Közkurt
The most commonly used kernel function of support vector machine (SVM) in nonlinear separable dataset in machine learning is Gaussian kernel, also known as radial basis function. The Gaussian kernel d ...
Yazarlar: A Elen, E Avuçlu
Today, machine learning algorithms are an important research area capable of analyzing and modeling data in any field. Information obtained through machine learning methods helps researchers and plann ...
Yazarlar: S Kiliçarslan, C Közkurt, S Baş, A Elen
Many diseases threaten human health in many ways. Pneumonia is accepted as one of the most important health problems and causes of death worldwide. Therefore, deep learning techniques are used to solv ...
Yazarlar: A Elen, MK Turan
Blood and its components have an important place in human life and are the best indicator tool in determining many pathological conditions. In particular, the classification of white blood cells is of ...
Yazarlar: YY Baydilli, U Atila, A Elen
Background and objective: Traditional machine learning methods assume that both training and test data come from the same distribution. In this way, it becomes possible to achieve high successes when ...
Yazarlar: A Diker, A Elen, A Subasi
Stroke is one of the common causes of death worldwide. Stroke is the inability of a focus to be fed in the brain due to clogged or bleeding of the vessels feeding the brain. Because early stroke treat ...
Yazarlar: A Diker, A Elen, C Közkurt, S Kılıçarslan, E Dönmez, K Arslan, EC Kuran
Early diagnosis of plant diseases is one of the key elements determining plant productivity. The productivity and quality of plants are significantly reduced when plant diseases are not identified and ...
Yazarlar: A Elen, E Dönmez
One of the most fundamental issues in image processing is the thresholding (binarization) method. This method is generally used for segmenting regions with different homogeneity in grayscale images. I ...
Yazarlar: E Abdullah
Peripheral blood smear is microscopically examining technique for blood samples from patients by painting special dyes in clinic laboratories. Blood diseases can be diagnosed by examining morphology, ...
Yazarlar: A Elen, İ ÇAYIROĞLU
In this study, solution of course scheduling problems in student affairs automation used in the universities was carried out using Genetic Algorithm method which is one of Heuristic Optimization appro ...
Yazarlar: C Közkurt, S Kiliçarslan, S Baş, A Elen
The deep learning architectures' activation functions play a significant role in processing the data entering the network to provide the most appropriate output. Activation functions (AF) are created ...
Yazarlar: C Közkurt, A Diker, A Elen, S Kılıçarslan, E Dönmez, FB Demir
Glaucoma is an eye disease that spreads over time without showing any symptoms at an early age and can result in vision loss in advanced ages. The most critical issue in this disease is to detect the ...
Yazarlar: E Dönmez, S Kılıçarslan, C Közkurt, A Diker, FB Demir, A Elen
Increasingly, more effective breeding techniques for new variations are preferred due to population growth and climatic change, particularly the accurate identification of the target variety. Maize ha ...
Yazarlar: A Elen
The coronavirus (Covid‐19) epidemic continues to have a negative influence on the global population's well‐being and health. Scientists in many fields around the world are working non‐stop to fi ...
Yazarlar: S Kılıçarslan, A Diker, C Közkurt, E Dönmez, FB Demir, A Elen
Middle ear health is a process that generally depends on eardrum health. Middle ear disorders are more common during childhood. Permanent damage may occur in bacterial or viral infections in this regi ...
Yazarlar: A Elen, E Avuclu
Parkinson's is a neurological health problem and one of the most common diseases affecting more than four million people worldwide. Recent studies have shown that deterioration of vocal cords, especia ...
Yazarlar: E AVUÇLU, E Abdullah
Cardiotocography provides information about the fetal heartrate during pregnancy and childbirth, monitoring the uterine contractions andthe physiological status of the fetus to identify hypoxia. Accur ...
Yazarlar: E Abdullah
Exam scheduling is a complex task that higher education institutions (universities, colleges, etc.) must prepare each semester depending on their academic calendar. The preparation of exam schedules r ...
Yazarlar: A Elen, E Avuclu
A time series is a sequence of numerical data points in equal time intervals and/or successive order. Time series are used in many fields to understand the behavior of systems, to make predictions, to ...
Yazarlar: A Elen
Görüntü işlemede en temel konulardan biri eşikleme yöntemidir. Bu yöntem, yaygın olarak gri tonlamalı görüntülerdeki farklı homojenliğe sahip bölgelerin bölütlenmesinde kullanılmakla ...
Yazarlar: MK Turan, A Elen, E Sehirli
Gel Electrophoresis (GE) is one of the most used methods which separate nucleic acid and protein molecules according to electric charge, amount of them, molecule weights and other physical features. G ...
Yazarlar: I Cayiroglu, A Elen
In this study, the solution to the problem of automating the course timetabling used at the universities through the student affairs automation tool has been established by applying one of the heurist ...
Yazarlar: E Dönmez, A Diker, A Elen, M Ulu
The maize plant is a crucial global staple, integral to food security. To ensure sustainable maize production, the development of high-yielding and resilient maize varieties is essential. This study p ...
Yazarlar: A Elen, E Atıcı
Feeding animals is one of the important problems of those dealing with livestock breeding. In order for animals to live a healthy life, they need to have adequate and balanced nutrition. Providing nut ...
Yazarlar: E Avuçlu, A Özçifçi, A Elen
Using technology today is of great importance in terms of making people's lives easier. It has become very easy to run some applications with technology. In this study, an application that provides me ...
Yazarlar: MK Turan, E Sehirli, A Elen, IR Karas
Gel electrophoresis (GE) is one of the most used method to separate DNA, RNA, protein molecules according to size, weight and quantity parameters in many areas such as genetics, molecular biology, bio ...
Yazarlar: E Yılmaz, A Elen, EC Kuran, E Kaya, E Dönmez
In recent years, advancements in digitalization and internet technologies have facilitated the widespread adoption of distance education and blended learning models in higher education institutions. I ...
Yazarlar: E Avuçlu, A Özçifçi, A Elen
Nowadays, with the development of technology, there have been many innovations in human life. Technology has made many things easier in human life depending on these innovations. In this study, an app ...
Yazarlar: E Sonuç, Y ORTAKCI, A Elen
Günümüzde mobil cihazlar başlangıçtaki kullanım amacı olan cep telefonluğu görevini aşmış ve birer bilgisayar görevini üstelenerek, akıllı cep telefonu olarak kullanılmaya başlanmı ...
Yazarlar: S Panda, S Kılıçarslan, A Elen
The goal of optimization is to create the "best" design possible given a set of prioritized conditions or constraints. These include increasing productivity, power, reliability, longevity, efficiency, ...
Yazarlar: E AVUÇLU, F BAŞÇİFTÇİ, A Elen
Drugs are dispensed to pharmacies when necessary, by keeping pharmaceutical storage cabinets and the drugs should be kept in suitable environments to preserve the structure of the drug in this process ...
Yazarlar: E Avuçlu, A Elen, H Kahramanli Örnek
Optimization is the process of choosing the best one among existing possibilities under particular circumstances in a problem. There are various algorithms for optimization problems nowadays. Metaheur ...
Yazarlar: A Elen, MK Turan
Today's technologies are examined, remote control systems come to the forefront in terms of increasing user comfort and reducing the time cost. To take advantage of remote-control systems, an internet ...
Yazarlar: A Elen
Yazarlar: E AVUÇLU, AA ALTUN
With the development of technology, security has entered our lives as an indispensable element. Nowadays, people are now using some methods that increase safety in every system. Biometrics technologie ...
Yazarlar: A Elen, MK Turan
Microscopes are indispensable devices of laboratories. They are widely used in industry and science, such as medicine, geology, biology, chemistry and so on. Thanks to the developing technology, manua ...
Yazarlar: A Elen, E Avuçlu
Plants are our source of oxygen and nutrients on earth. Therefore, conservation of biodiversity is vital for the survival of other species. With the developing technology, plant species can be examine ...
Yazarlar: E Avuçlu, A Elen, A Özçifçi
The image of biometric properties in humans is used in many fields today. Regardless of these features, it is necessary to first translate it into data that the computer understands. In this study, au ...
Yazarlar: E AVUÇLU, A ELEN
There have been many studies in various fields such as engineering, medicine, military applications, geographical applications, space studies with image processing methods. In this study, by applying ...
Yazarlar: K Eryilmaz, A Elen
The COVID-19 pandemic profoundly impacted social dynamics and individuals' lifestyles worldwide, leading to significant changes in traffic density and vehicle usage habits. This study analyzes the cha ...
Yazarlar: EC Kuran, A Elen, U Kuran
Yazarlar: S Baş, S Kılıçarslan, A Elen, C Közkurt
Support Vector Machines (SVMs) can learn from high-dimensional and small amounts of training data, thanks to effective optimization methods and a diverse set of kernel functions (KFs). The adaptabilit ...
Yazarlar: S Panda, S Kılıçarslan, A Elen
Yazarlar: O Dilber, S Kılıçarslan, A Elen
Yazarlar: A Elen, A Diker, A Subasi
Brain hemorrhage is one of the most serious medical diseases, requiring immediate treatment through posttraumatic healthcare. For this life-threatening disease, immediate care involves an urgent diagn ...
Yazarlar: A Elen, L Elen
AZ91, which is used in the production of parts in the aerospace, defense and automotive industries, can be enhanced by the addition of an alloying element or the cooling rate, due to the weak strength ...
Yazarlar: E AVUÇLU, A ELEN, A ÖZÇİFÇİ
AimThe aim of this study is to develop an algorithm that performs automatic and dynamic image segmentation.
Yazarlar: R Özyurt, A Elen, C Közkurt
Yazarlar: S Selem, H Metwally, E Abdullah
Yazarlar: E Abdullah
Yazarlar: A Elen, S Yüksel, AB Çobanoğlu
Yazarlar: E Avuçlu, A Elen
Yazarlar: C Közkurt, A Elen
Yazarlar: A Elen, C Közkurt
Yazarlar: A ELEN, A ALBAYRAK, R BAYIR