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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, ... -
Identification of single domain antibodies against SARS-CoV-2 omicron variant via protein-protein docking approaches
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)Omicron, became the dominant variant in 2022 in terms of spreading rate, has managed to evade from an immune system of patients due to its unique mutations. Single domain antibodies (sdAb) which are functionally important ... -
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 ... -
The use of waste plastics in asphalt mixtures
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)Within the scope of this study, the use of waste plastics in asphalt mixtures for surface layer of pavements was evaluated considering the specification limits in the Highways Technical Specifications of Turkiye General ... -
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 ... -
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. ... -
Pre-concentration of Municipal Wastewater Using Flocculation-Assisted Direct Ceramic Microfiltration Process: Optimization of Operational Conditions
(SPRINGER INT PUBL AG, 2022)Direct ceramic microfiltration (DCMF) is an effective technology to pre-concentrate organic matter (OM) for the subsequent anaerobic energy-recovering processes and a fast, cost-effective, easy treatment process for municipal ... -
An analysis of impacts of economic uncertainty and covid 19 outbreak on the labor force of Turkey by education level: Svar approach
(Abdullah Gül Üniversitesi, Sosyal Bilimleri Enstitüsü, 2022)The economic downturns affect the fluctuations in the labor force participation rate. The pandemic brings about many changes in different areas and the labor force participation rate is one of them. This study analyses the ... -
Customer segmentation using a developed RFM model: An application in a rug&carpet manufacturing company
(Abdullah Gül Üniversitesi, Sosyal Bilimleri Enstitüsü, 2022)Data science has gained enormous importance by contributing to the in-depth understanding and interpretation of information. Especially companies consult on data analysis to make strategic decisions in the competitive ... -
Inequality in mobility during COVİD-19: Global to local analysis
(Abdullah Gül Üniversitesi, Sosyal Bilimleri Enstitüsü, 2022)This thesis analyzes mobility patterns during the Covid-19 pandemic from a global and local perspective. The global framework includes 37 European countries and the local framework comprises 81 Turkish cities. The study ... -
A housing design assessment approach to improve the quality of life in old age
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)The increase in the number of the older living independently due to the demographic transformation and changes in the household structure brings the housing design for older adults to the agenda. Depending on the biological, ... -
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. ... -
Pricing strategies under price protection, mid-life returns and end-of-life returns
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)In this thesis, we examine a selling environment where a manufacturer-controlled retailer and an independent retailer sell a slow-moving A item. The manufacturer offers the independent retailer price protection against ... -
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 ... -
A novel approach based on bagging and boosting for imbalanced classification problems
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)Classification algorithms are employed in a wide range of real-world problems such as obstacle detection, fraud detection, medical diagnosis, spam detection, speech recognition, image processing, intrusion detection, and ... -
Discovering new pathogenic variants by In silico analysis
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)Inherited diseases are health problems caused by one or more abnormalities in the genome. It can be caused by changes in a single gene (monogenic) or multiple genes (polygenic), or by a damage on chromosomes. Genetic ... -
The effect of histone deacetylase inhibition and autophagy modulation on the cholangiocarcinoma cells
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)Cholangiocarcinoma (CCA), also known as biliary tract cancer, is a heterogeneous group of malignancies formed by the differentiation of epithelial cells in the biliary tract. CCA is the second most common primary liver ... -
Robust Multicriteria Sustainability Assessmentin Urban Transportation
(ASCE-AMER SOC CIVIL ENGINEERS, 2023)Developing methodologies to facilitate the planning of sustainable transport systems for decision makers (DMs) is becoming more critical. This study proposed a methodological framework for sustainable urban transportation ...