Bölüm "AGÜ, Fen Bilimleri Enstitüsü, Elektrik ve Bilgisayar Mühendisliği Ana Bilim Dalı" için listeleme
Toplam kayıt 83, listelenen: 1-20
-
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 ... -
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 ... -
Analysing network traffic and detecting network threats by using the algorithms of machine learning
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)As information technologies progress, the possibilities of access to information increase and therefore it becomes difficult to ensure the security of information. Today, with the use of information systems in all areas ... -
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 ... -
ATOM: AI-Powered Sustainable Resource Management for Serverless Edge Computing Environments
(IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2024)Serverless edge computing decreases unnecessary resource usage on end devices with limited processing power and storage capacity. Despite its benefits, serverless edge computing's zero scalability is the major source of ... -
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 ... -
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 ... -
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 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. ... -
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 ... -
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 ... -
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 ... -
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 and performance enhancement of an ultra wideband vivaldi antenna
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)Ultra-wideband technology has become a trending topic in the academic community since 2002 due to the release of the spectral mask by Federal Communications Commission, allowing the use of 3.6-10.1 GHz band for commercial ...
