Yuksel Yurtay

• Doctor of Business Administration
• Sakarya University

AYOLO introduces a novel fusion architecture that integrates unsupervised learning techniques with Vision Transformers, leveraging the YOLO series models as its foundation. This innovation enables the effective utilization of rich, unlabeled data, establishing a new pretraining methodology tailored to YOLO architectures. On a custom dataset compris...

This article explores the application of process mining techniques to dynamically observe operations and enhance production planning efficiency in assemble-to-order (ATO) manufacturing systems using a hybrid approach. The study addresses critical challenges in managing the repetitive and complex workflows characteristic of ATO models. It highlights...

The urgency of addressing climate change has amplified the need for sustainable manufacturing practices. This review explores the integration of carbon footprint management and energy efficiency strategies within Industry 4.0 technologies and ERP systems, emphasizing their role in achieving environmental sustainability. Despite the increasing inter...

AYOLO differentiates itself with a new fusion architecture proposal that leverages the strengths of unsupervised learning and integrates the Vision Transformer approach, taking the YOLO series models as a reference. This innovation enables the model to effectively use rich, unlabeled data, providing a new example in pre-training methodology for YOL...

Emotion recognition is a crucial aspect of human–computer interaction, particularly in the field of marketing and advertising. Call centers play a vital role in generating positive client experiences and maintaining relationships. As individuals increasingly rely on computers for daily tasks, there is a growing need to improve human–computer intera...

A fundamental component of human intelligence is the capacity for feeling. In addition to being founded on logic and reason, human conduct is also greatly influenced by the emotions that people experience. For the purpose of this study, we classified one thousand real-life call center client voice data in the Turkish language based on the way they...

Process mining in manufacturing is a newly expanding field of research in the application of data mining and machine learning techniques and the focus of business processes. Although it is an exciting subject of the recent past and business processes, sufficient research has not been done. Decision support systems such as enterprise resource planni...

Üretim sistemleri daha fazla ve daha hızlı üretmeyi hedeflerken, yöneticileri de daha hızlı ve doğru karar almaya zorluyor. Bu zorunluluklar her seviyeden yöneticiyi, karar almada destek olabilecek, yeni arayışlara yönlendirmiştir. Bilim ve teknolojideki hızlı gelişmeler, tedarik zinciri sürecindeki yöneticilerin, bilgiye duyulan ihtiyacını arttırm...

Globalization and rapid developments in science and technology lead to an increase in competition and diffraction in the objectives in the production methods. In order to meet the rapidly changing and differentiated needs, manufacturing businesses are left against technological renewal. Especially usage of the data that is collected in electronic m...

İşletmelerin küresel ortamda rekabet edebilmesi, bilgisayar sistemleri ve üretim yöntemlerindeki yeni gelişmeleri takip edebilmesine bağlıdır. Üretim yapan işletmelerin takip etmesi gereken yeniliklerden biride gösterge paneli(dashboard) uygulamalarıdır. Elektronik ortamlarda veri birikmesi ile birlikte, gösterge paneli hızla işletmelerde yaygınlaş...

In this digital age, businesses that collect consumer information provide better service to its customers or new market areas in the name of consumer information from the open mining, artificial intelligence techniques, methods and algorithms in conjunction with data mining are used in order to be able to get the results of these operations.Data mi...

Developments on the technology have a big effect to change our lifestyle and education methods. It is obvious that effects of games based computer technology is increased on people’s life. Dramatization in Education is the one of the latest studies that is used education materials and dramatization methodologies. The idea of converting the educat...

Together with the development of technology, we know that our lives have changed in many ways. One of the most affected and the changing process is education. In the education process, it is important to make sure that all members of society benefit from it. We also know that visually impaired individuals are an important part of our society. In Tu...

Developments on the technology have a big effect to change our lifestyle and education methods. It is obvious that effects of games based computer technology is increased on people’s life. Dramatization in Education is the one of the latest studies that is used education materials and dramatization methodologies. The idea of converting the educat...

Günümüzde bilgisayar sistemlerinin hızlı bir şekilde gelişmesinden dolayı veriler doğrudan sayısal olarak toplanıp saklanabilmektedir. Verilerin yığınla artması ve anlamlı çıkarımlar elde etme ihtiyacı arttıkça veri madenciliği kavramı ortaya çıkmıştır. Veri madenciliğinin temel amacı, veriler arasında bulunan ilişkiler, örüntüler, değişiklikler, s...

It is a major problem for visually impaired people to access to information readily. Although, there are a plenty of written sources, the number of recorded sources are limited. So how can we make visually impaired to use online educational material? In this study, it is aimed to develop a distance education portal that makes educational materials...

Many studies have been conducted until this day in the field of medical decision support systems. Success percentage of these studies is increasing, so studies in this field is gaining momentum. Analyzes which get from many people,diagnostic information and the data communities can be obtained from operations, decision support systems is poitssible...

Proposing an accurate headache diagnosis for a patient can be a really difficult task considering all types of headaches. According to International Headache Classification there are 272 headache types. A computer aided diagnosis system provides great facility of achieving information and fast ways for the doctors. Headache diagnosis is a classific...

It seems like understanding the environmental causes of evolution is significant. Processors are becoming cheaper and more substantial every day, the network connections are getting faster, cheaper and common, the development of the virtualization technologies, managing and processing automation and finally the data bases are becoming the factories...

In this article, SWOT analysis of reading of Turkish e-book system has been revealed. Reading of Turkish e-book is examined in terms of system availability especially for the visually impaired. Tests and evaluations are implemented using Turkish speech synthesis module which is developed by us.

In this paper, we present what Artificial Immune System is and how this technology intersects with the biology and computer science in the research area of computer aided diagnosis. Artificial Immune System is a sub-field of computational intelligence, biologically-inspired computing and natural computation with the interest in machine learning and...

Biyoloji bilimindeki gelişmeler sonucunda hücre ve DNA yapısının çözülmesiyle ortaya çıkan veriler, bunların depolanması ve analiz edilebilmesi için bilgisayar bilimlerine gereksinim duyulması yeni bir bilim dalı olan biyobilişimi (biyoinformatik) ortaya çıkarmıştır. Özellikle insan DNA'ları üzerinde yapılan araştırmalardan ortaya çıkan ve depolana...