Kategori "Tez" Elektrik ve Bilgisayar Mühendisliği Ana Bilim Dalı Tez Koleksiyonu İçin Listeleme
Toplam kayıt 63, listelenen: 21-40
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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 ... -
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 ... -
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, ... -
Fabrication and novel applications of light-absorbing optoelectronic devices
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)Fabrication of optoelectronic devices relies on expensive, energy-consuming conventional tools including chemical vapor deposition, lithography, and metal evaporation. Developing an alternative technology would contribute ... -
Graph theory based traffic light management
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)Traffic congestion and delays caused in traffic light intersections can adversely affect countries in terms of money, time, and air pollution. With the advancement of computational power as well as artificial intelligent ... -
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 ... -
Image processing based analysis and quantification of micro biomaterials and cells for biochip
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2023)Quantification of tumor cells is essential for early cancer detection and progression tracking. Multiple techniques have been devised to detect tumor cells. In addition to conventional laboratory instruments, several ... -
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 ... -
Improving sensitivity biosensors by using micro/nano magnetic particles
(Abdullah Gül Üniversitesi, 2016)Currently micro/nanoparticles such as magnetic beads are not only used as labels to acquire signals from biosensors but they are also used to enhance the signals obtained from various biosensors. Magnetic beads or target ... -
Improving short –term memory performance using alpha band neurofeedback
(Abdullah Gül Üniversitesi, 2018)Age-related memory degradation is a serious problem for individuals and there is no known satisfying medical treatment of memory disorders such as Alzheimer. Recent advances in BCI technology enable us to measure brain ... -
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 ... -
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 ... -
Machine and deep learning based analysis of tumors on FDG-PET images
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)Analysis of a tumor is essential in treatment planning and evaluation of treatment response. Positron Emission Tomography (PET) is a vital imaging device for clinical oncology in understanding the metabolic structure of ...