Tür "doctoralThesis" için listeleme
Toplam kayıt 43, listelenen: 1-20
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Antimicrobial peptide activity prediction using machine learning methods
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2023)Antimicrobial peptides (AMPs) are considered as promising alternatives to conventional antibiotics in order to overcome the growing problems of antibiotic resistance. Computational prediction approaches receive an increasing ... -
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 ... -
Automated processing and classification of medical thermal images
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)The aim of this dissertation is to develop computer aided methods for processing and evaluating medical infrared thermal images. Throughout this study three problems were evaluated. The first problem was to automatically ... -
Blockchain based peer-to-peer energy trading applications
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2023)This thesis explores the potential of innovative peer-to-peer (P2P) energy trading schemes for virtual power plants (VPPs) using blockchain technologies, smart contracts, and decentralized finance (DeFi) instruments. ... -
The boron-rich amorphous materials
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2023)In the scope of this thesis, boron-rich amorphous materials having different boron concentrations (B1-xNx, B1-xOx and B1-xSix) were created as a result of rapid cooling of their liquid state with the help of an ab initio ... -
Computer aided detection of cancer using histopathology images
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2023)Detecting colon adenomatous polyps early is crucial for reducing colon cancer risk. This thesis investigated various deep learning approaches for computer-aided diagnosis of colon polyps on histopathology images using deep ... -
Decentralized electronic health record management system and disease prediction with machine learning methods
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)Electronic health records (EHRs) are vital to the advancement of healthcare and can help detect and prevent diseases early. However, EHR sharing faces challenges such as managing large data volumes, ensuring data privacy, ... -
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 ... -
Design and development of machine learning models for disease prediction and biomarkers detection
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)In medical science, the prediction of diseases and the identification of biomarkers play an important role in the diagnosis and treatment of various health conditions. The recent proliferation of data mining techniques has ... -
Design and implementation of nanophotonic architectures using smart-self assembly of colloidal nanomaterials
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)DNA-driven self-assembly techniques offer precise control over the positioning of colloidal nanoparticles through specific Watson–Crick interactions, and its reversibility via controlling the temperature of medium. This ... -
Design, synthesis, and characterization of functional organic materials for optoelectronic applications / Optoelektronik uygulamalar için fonksiyonel organik malzemelerin dizaynı, sentezi ve karakterizasyonu
(Abdullah Gül Üniversitesi, 2018)The development of ?-conjugated semiconducting small molecules and polymers as functional organic materials is an emerging and continuously growing research area in (opto)electronics. Semiconducting small molecules and ... -
Detection and classification of flaws from ultrasonic tomography images of composite materials based on deep learning
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)This thesis introduces novel methodologies for enhancing defect classification and characterization in advanced composite materials by leveraging state-of-the-art machine learning (ML), deep learning (DL), and federated ... -
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 ... -
Developing deep learning models for protein structure prediction
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)The three-dimensional structure of a protein provides important clues about the function of that protein. Although there have been many studies on protein structure prediction, the problem has still not been solved completely. ... -
Development of breast cancer targeted, multifunctional cross-linked micelle nanocarriers
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2023)In this thesis, we developed two different micelle-based nanocarriers, which are pH-responsive and core cross-linked micelle (CCMs), and specifically target HER2 receptor on breast cancer cells. Intracellularly degradable ... -
DEVELOPMENT OF CONTROL STRATEGIES IN SMART MICROGRIDS
(Abdullah Gül Üniversitesi Fen Bilimleri Enstitüsü, 2021)This thesis concerns the transformation of aged power systems to modern power systems that include microgrids with renewable energy sources and energy storage systems. The integration of renewable energy sources brings ... -
Development of hybrid membrane processes for energy and water recovery from municipal wastewaters
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)This thesis study aims to develop a hybrid innovative membrane-based process that maximizes circular benefit with the recovery of energy, nutrients, and water from municipal wastewater (MWW). This process was designed ... -
Development of models and solution methodologies for tree of hubs location and arc capacitated hub location problems
(Abdullah Gül Üniversitesi Fen Bilimleri Enstitüsü, 2022)In this dissertation, we study two different extensions to hub location problems, namely, Multiple Allocation Tree of Hubs Location Problem (MATHLP) that result from incorporating a tree topology requirement for the hub ... -
Development of rubber based materials with high performance, preventing hydrogen embrittlement and material modelling by introducing microstructure / Yüksek performanslı kauçuk esaslı malzemeler geliştirilmesi, hidrojen gevrekliğinin önüne geçilmesi ve mikroyapı tanıtılması ile malzeme modellemesi
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2021)Bu çalışmada, üç değişik nano malzemenin (Nano-Karbon Siyahı, Nano-ZnO ve Çok Duvarlı Karbon Nanotüp (ÇDKNT)) iki değişik kauçuk türü üzerinde (Kloropren Kauçuk (CR) ve AKrilonitril Bütadien Kauçuk (NBR)) etkileri deneysel ... -
Early detection of forest fire from video utilizing temporal information
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)Forest fires are considered as the major threats to lives, properties and to the integrity of the ecosystem around the world. In most cases, the fire damage can be reduced, when the initial signs of the fire are detected ...
