Elektrik ve Bilgisayar Mühendisliği Ana Bilim Dalı Tez Koleksiyonu: Recent submissions
Now showing items 21-40 of 83
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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 ... -
Histopathology image classification: highlighting the gap between manual analysis and AI automation
(FRONTIERS MEDIA SA, 2023)The field of histopathological image analysis has evolved significantly with the advent of digital pathology, leading to the development of automated models capable of classifying tissues and structures within diverse ... -
Developing high brightness quantum dot led devices
(Abdullah Gül Üniversitesi / Fen Bilimleri Enstitüsü, 2023)Optoelectronic devices are essential components of optical communication systems, internet and displays. Among these devices, in the category of light emitting diodes (LED), there are quantum dot LEDs (QLED) that emit ... -
Skin cancer detection and classification from dermatoscopic images using deep learning methods
(Abdullah Gül Üniversitesi / Fen Bilimleri Enstitüsü, 2023)Early detection of skin cancer is crucial for successful treatment and improved patient outcomes. The most prevalent form of cancer is skin cancer and if left undetected, it can spread and become more difficult to treat. ... -
Adaptive online torque sharing function to mitigate torque ripple in switched reluctance motors
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2023)Electrical machines play a crucial role in modern society by transforming electrical energy into mechanical energy and vice versa. These machines include various types of motors and generators, which are used in a wide ... -
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 ... -
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 ... -
Accelerating computer algorithm by using GPU
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2023)Travelling Salesman Problem (TSP) is one of the significant problems in computer science which tries to find the shortest path for a salesman who needs to visit a set of cities and it involves in many computing problems ... -
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 ... -
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. ... -
A reliable and secure communication design for underwater sensor networks concerning energy efficiency
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2023)Underwater Acoustic Sensor Networks (UASNs) recently attract scientists because of its wide range of applications and emerging technology. A design challenge in UASN's is the limited network lifetime and poor reliability ... -
An autonomous heterogeneous multi-robot system design for early fire detection
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)The usage of autonomous multi-robot systems for human life-endangering applications is emerging. Early wildfire detection and firefighting are two example applications. In this study, a heterogenous multi-robot system is ... -
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. ... -
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 ... -
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 ... -
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 ... -
Nighttime fire detection from video
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)With the recent advancements in the field of Computer Vision, the central tasks such as object detection, segmentation or object tracking methods attain all-time high accuracies in natural image sets such as ImageNet, COCO, ... -
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 ... -
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 ...
