Enstitüler
Recent Submissions
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Navigating BIST100 investments through symbolic aggregateapproximation clustering: Insights for investors / Sembolik toplam yaklaşım kümelemesi yoluyla BIST100 yatırımlarında yön bulma
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)Market stakeholders, including traders and investors, strive to forecast stock market returns for informed decision-making. Computational finance employs various tools such as machine learning techniques to analyse ... -
The effect of longitudinal mass distribution of blades on energy efficiency in wind turbines
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)The purpose of this thesis is to examine the effect of mass distribution on wind turbine energy, which may occur for any reason along the length of the wind turbine blade, through experimental studies. In this regard, ... -
Recombinant production of GLP-1 analogue using escherichia coli host organism
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)Diabetes is the most serious metabolic disorder correlated with obesity, hypertensionandcardiovascular conditions. High prevalence of Type II Diabetes Mellitus (T2DM) indicatesthe need for new medication development. In ... -
Experimental investigation and optimization of cutting parameters to minimize the burr formation in milling of S2-glass fiber-reinforced plastics
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)Composite materials have a wide range of application areas due to their high mechanical properties, low density and versatility. Milling is an important process for the composite materials to shape them according to the ... -
Polymeric conjugates containing poegma and cystamine-modified plasmid DNAs for potential gene delivery applications
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)Polymer-based gene delivery systems have revealed significant advancements in the treatment of various diseases in recent years. Considering the potential of polymeric vectors, it is observed that the improvements in the ... -
EFFECT OF IMPLEMENTED POLICIES IN TÜRKİYE AND SWEDEN ON EQUAL OPPORTUNITY AND HIGHER EDUCATION OUTCOMES DURING COVID-19 PERIOD
(Abdullah Gül Üniversitesi, Sosyal Bilimler Enstitüsü, 2024)This thesis delves into the impact of COVID-19 policies implemented in Türkiye and Sweden on equal opportunity within higher education and explores the consequential higher education outcomes. The research employs a ... -
Machine learning approaches for internet of things based vehicle type classification and network anomaly detection
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)This thesis presents innovative approaches in the realms of Intelligent Transportation Systems (ITS) and Network Intrusion Detection Systems (NIDS) within the Internet of Things (IoT). Leveraging IoT technologies, a low-cost, ... -
Architecture for machines; production spaces in transition
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)The industry has experienced a new revolution. In this revolution defined as Industry 4.0, smart systems have started to be used in production. Thanks to smart production technologies, a new method has been created in which ... -
Analysing network traffic and detecting network threats by using the algorithms of machine learning
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)As information technologies progress, the possibilities of access to information increase and therefore it becomes difficult to ensure the security of information. Today, with the use of information systems in all areas ... -
Machine learning methods for detecting genetic and infectious diseases
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)Completion of the whole human genome in the 2003 has led to various advances in many fields, particularly in biology, genetics, health sciences, treatment, and pharmacology. In the following years, spread of faster and ... -
Developing a model for sustainability of rural heritage in transition: Case of Kayseri Bağpınar
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)This thesis aims to develop a model for the resilience and sustainability of rural heritages against transition risks and contribute to rural heritage conservation by creating living heritage sites. Additionally, the thesis ... -
Deep learning models for traffic volume prediction
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)In the last 50 years, with the growth of cities and increase in the number of vehicles and mobility, traffic has become troublesome. As a result, traffic flow prediction started to attract attention as an important research ... -
The impact and development of the concept of modular architecture on housing design
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)Modularity, deeply rooted in ancient art, architecture, and the natural world, has a rich historical legacy. This research endeavours to delineate a historical definition of modularity, objectively compile diverse perspectives ... -
Investigating the origin of the weekly cycle during the COVID-19 virus pandemic and its relation to socio-economic factors
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)The Covid-19 virus, which started in China in 2019 and affected the whole world, has caused a global pandemic. Looking at the worldwide data of this pandemic, the number of daily cases appears to have a weekly cycle that ... -
Diagnosis of coronary artery disease with machine learning approaches
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)The World Health Organization states that Coronary Artery Disease (CAD) ranks as a primary cause of recorded fatalities. CAD occurs as a result of the blockage of coronary artery vessels, which are located on the surface ... -
Determination of probiotic properties of lactic acid bacteria isolated from traditional food products
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2023)Probiotics are microorganisms that live in our bodies and positively affect health when consumed regularly. One of the ways to have a healthy body is to have a healthy microbiota. Because of that, the importance given ... -
Evolution of urban green through social interaction
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2023)Urban green spaces, which are vital venues for social interaction, have altered substantially over time, from antiquity to the present-day. Contemporary urban green spaces are intended as full and flexible locations ... -
Investigation and improvement of the smooth mode transition technique for quasi-single-stage four-switch buck-boost inverter
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2023)In recent decades, given the world's inevitable energy scarcity, increasing energy demand and green energy concerns, high efficiency energy conversion has become more important and attractive than ever, and researchers ... -
Heuristic vectorized learning method based PV forecasting by using image recognition-based sky camera integration within sensor set
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2023)In order to ensure the continuity of demand and production balance, the use of renewable energy resources (RES) by countries will increase in the near future. Solar power generation is important for the integration of ... -
OPTICAL SCATTERING BASED RANDOM FOREST ASSISTED PARTICLE DETECTION AND CLASSIFICATION
(Abdullah Gül Üniversitesi / Fen Bilimleri Enstitüsü, 2023)Microplastics, tiny plastic particles with sizes smaller than 5 mm., are often found in oceans, rivers, lakes, and atmosphere due to plastic pollution. Microplastics releasing toxic chemicals threaten the environment and ...
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