Browsing by Department "AGÜ, Fen Bilimleri Enstitüsü, Elektrik ve Bilgisayar Mühendisliği Ana Bilim Dalı"
Now showing items 1-20 of 47
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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 DATA SHARING PLATFORM FOR BIOINFORMATICS FIELD
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2020)Recently, panomics studies attempt to identify new and actionable biomarkers by combining -omics data with other data types. In this context, there is a need to develop secure platforms that take into account ethical aspects ... -
Blockchain-based energy applications: DSO perspective
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)This thesis discusses blockchain-based energy applications from the distribution system operator (DSO) perspective. Blockchain has a potential impact on emerging actors, such as electric vehicles (EVs), charging facility ... -
CAMERA BASED SHEET MEASUREMENT SYSTEM FOR LASER CNC MACHINES
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2018)Laser CNC machines are widely utilized for cutting metal sheets of varying thickness and materials. The sheets to be cut can be of varying dimensions and be placed at any desired area of the cutting table. The operator ... -
Classification of microRNA-disease associations and microRNA-species associations based on k-mer sequence representation
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)The dysregulated gene expression brings about a variety of diseases, and dysregulation of microRNA (miRNA) has a wide impact on disease development and cellular physiology. Thus, miRNAs play important roles in a variety ... -
COLLOIDAL PEROVSKITE NANOCRYSTALS AND LED APPLICATIONS
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2019)Colloidal perovskite nanocrystals, recently, attracted a great amount of research interest because of their near-unity photoluminescence quantum yield efficiency, narrow emission linewidth, easy tunability of wavelength ... -
Coordinated target detection and tracking by drones using distance and vision
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)Robot autonomy refers to the ability to carry out objectives by perceiving the environment and deciding on the actions required without human interruption. Although autonomous aerial robots offer big advantages in our ... -
Designing a system to manipulate micro magnetic beads and cells
(Abdullah Gül Üniversitesi, 2018)Magnetic tweezers are able to manipulate cells or biomolecules for various applications and measurements. In this study, an electromagnetic micromanipulator is designed, modeled and controlled for single magnetic bead ... -
DESIGNING RELIABLE MICROARCHITCTRURES ACCORDING TO APPLICATION REQUIREMENTS
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2017)One of the most important factors to consider when designing a new computer architecture besides cost, energy consumption and performance is reliability. Reliability looks into how often the computer produces the correct ... -
DEVELOPING A LABEL PROPAGATION APPROACH FOR CANCER SUBTYPE IDENTIFICATION PROBLEM
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2021)Kanser terimi, anormal hücrelerin kontrolden çıkıp diğer dokuları istila ettiği hastalıkları tanımlamak için kullanılır. Çok sayıda kanser türü vardır ve birçok kanser türü, farklı klinik ve biyolojik etkileri olan çeşitli ... -
Developing machine learning methods for business intelligence
(Abdullah Gül Üniversitesi, 2018)Detection of key attributes in text is an area of research, which attracts attention due to the increase of data and the availability of massive documents. Key attributes serve as metadata for documents and the discovery ... -
Developing machine learning methods for network anomaly detection
(Abdullah Gül Üniversitesi, 2018)Machine learning refers to training of a computer (machine) to be able to acquire knowledge from data (i.e. experience) and improve itself on a given task. The field of machine learning has become a mainstream, improving ... -
DEVELOPMENT OF A PAPER BASED MAGNETOPHORETIC SENSOR
(Abdullah Gül Üniversitesi Fen Bilimleri Enstitüsü, 2022)One of the widely used type of biosensors are paper-based lateral flow systems. They are used to detect a wide variety of biomolecules like microorganisms, proteins, chemicals, oligonucleotides among many others. In this ... -
Development of a smart sensor system to detect air pollution
(Abdullah Gül Üniversitesi, 2019)Air pollution is one of the global problems of modern world. According to World Health Organization only 9% of the world’s total population can breathe clean air. Particulate Matter, which is the mixture of liquid and solid ... -
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 DATA MINING METHODOLOGIES AND MACHINE LEARNING MODELS TO UNDERSTAND CARDIOVASCULAR DISEASE MECHANISMS
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2020)World Health Organization (WHO) reported that in 2016, 31% (17.9 million) of the total deaths in the world were caused by Coronary Artery Disease (CAD) and it is estimated that around 23.6 million people will die from ... -
DIMENSIONALITY REDUCTION FOR PROTEIN SECONDARY STRUCTURE PREDICTION
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2017)Proteins are important for our lives and they execute essential metabolic processes. The functions of the proteins can be understood by looking at the three-dimensional structures of the proteins. Because the experimental ... -
Distributed Formation Control of Drones With Onboard Perception
(IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2022)While aerial vehicles offer enormous benefits in several application domains, multidrone localization and control in uncertain environments with limited onboard sensing capabilities remains an active research field. ... -
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 ... -
Early prognosis of breast cancer using image processing and machine learning
(Abdullah Gül Üniversitesi, 2018)Among females, leading cause of cancer death and the most common cancer type is breast cancer. Early detection is vital because it reduces the mortality rate. Digital mammography is a widespread medical imaging technique ...
