Güncel Gönderiler: Elektrik ve Bilgisayar Mühendisliği Ana Bilim Dalı Tez Koleksiyonu
Toplam kayıt 69, listelenen: 41-60
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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 ... -
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 ... -
RECOMMENDER SYSTEM FOR EMPLOYEE ATTRITION PREDICTION AND MOVIE SUGGESTION
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2020)In this thesis, we focus on two problems raised in Machine Learning Community, namely, the recommender system and employee attrition problem. The recommender system is an information filtering system that predicts whether ... -
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 ... -
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 ... -
VISUALIZATION OF INTERSECTING SETS IN BIOLOGICAL NETWORKS AND FILTERING BASED ON THEIR TOPOLOGICAL PROPERTIES
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2020)With the rapid development of computer sciences and data processing technologies, bioinformatics became one of the rising multidisciplinary fields in this century. In this thesis, we aim to introduce a new perspective on ... -
ENERGY HARVESTING WIRELESS MULTIMEDIA SENSOR NETWORKS IN INDUSTRIAL ENVIRONMENTS
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2020)Providing energy efficient and reliable communication for Industrial Wireless Sensor Networks (IWSNs) is of great significance when considering the harsh channel characteristics of industrial environment. However, ... -
MINING COLONOSCOPY IMAGES FOR ABNORMALITY DETECTION
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2020)Detection of colon abnormalities is one of the most challenging tasks for gastroenterologists. However, the frames or videos obtained during the procedure are exposed to significant amount of unwanted artifacts such as ... -
NON-SMALL CELL LUNG CANCER TUMOR CHARACTERISATION USING DEEP LEARNING
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2021)Non-small cell lung cancer (NSCLC) constitutes the vast majority of lung cancers and has two major subtypes, adenocarcinoma (ADC) and squamous cell carcinoma (SqCC). Generally, these two subtypes are distinguished from ... -
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 ... -
Theoretical investigation and modeling of various shaped planar coils for induction system applications
(Abdullah Gül Üniversitesi, 2019)Heating occupies an important place in industry. With the development of technology, in today’s world there are different kinds of heating methods that are being widely used including resistive and infrared heating, etc. ... -
Image processing based measurement system for quantification of the target leukemia cells
(Abdullah Gül Üniversitesi, 2019)Acute Lymphocyte Leukemia (ALL) is the most common type of cancer diagnosed in childhood. The progress of this cancer is quite fast, so time is crucial for the treatment. There are some treatments for patients such as drug ... -
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 ... -
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 ... -
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 ... -
Cloud induced PV impact on voltage profiles for smart microgrids
(Abdullah Gül Üniversitesi, 2018)In the history of humanity, no other invention has positively influenced everyone's life as much as the invention of electrical energy. With the electricity, the rise of civilization gained momentum, industrial technologies ... -
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 ... -
Protein fragment selection using machine learning
(Abdullah Gül Üniversitesi, 2018)Protein fragment selection is an important step in predicting the three-dimensional (3D) structure of proteins. Selecting the right fragments contributes significantly to accurate prediction of 3D structure. In this thesis, ... -
Control algorithms for feedback tracking in the small populations of Hodgkin-Huxley neurons
(Abdullah Gül Üniversitesi, 2018)The purpose of the thesis is to design powerful mathematical control algorithms for the tracking and modeling spiking and bursting behaviors of real biological neurons in 4-dimensional dynamical systems. For this aim, ... -
Low dose CT imaging for cancer diagnosis and therapy
(Abdullah Gül Üniversitesi, 2018)Cancer is a common disease among human population and second leading cause of death. It is well known that diagnosing cancer at early stages is very critical for increasing success of therapy. There have been different ...
