Enstitüler
Recent Submissions
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Traffic classification for DDOS attack detection using machine learning
(Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)... -
A novel study for the use of e-learning tools in teaching and learning
(Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)In this master’s Dissertation, the research is concentrated on the development of a smart system for the modernization of electronic learning in smart artificial intelligence-based repositories. In literature, many existing ... -
Multi-channels deep convolution neural network for early classification of multivariate time series
(Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)There are numerous time series forecasting methods available today, each of which involves sufficient data pre-processing and analysis to offer a useful prediction. The goal of this study is to compare the performance ... -
The container as a sustainable housing unit: An analysis of social dimension
(Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)The search for suitable and comfortable housing is a basic necessity that a person seeks after sudden crises that occur in the world such as diseases, fires, floods, earthquakes, and others. Steel shipping containers ... -
Novel analysis of photovoltaic (PV) and concentrating solar power (CSP) in generating green renewable energy
(Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)The generation of energy and power is a top priority for Turkey. Only 85–90 percent of the world's 82 million people have access to reliable sources of electricity. In order to fulfill this assumption, we have made use ... -
Design and simulation of microstrip antenna with tuneable notch-band characteristic for uwb applications based on graphene material
(Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)The Microstrip Patch Antennas (MPAs) are exceedingly used types of antennas due to their ease of construction and low cost, in addition to their small size that makes them capable of integration with most portable ... -
Building construction schedule delays due to cost control methods
(International Organization on 'Technical and Physical Problems of Engineering', 2022)The building and construction sector is essential to the expansion of every nation. The client will consider a project to have been unsuccessful if it fails in meeting its goals in terms of the cost, the quality, or the ... -
Early detection of diabetic retinopathy based artificial intelligent techniques
(Institute of Advanced Engineering and Science, 2022)The eye is impacted by several disorders, either directly or indirectly. As a result, eye exams are a crucial component of general healthcare. One of the effects of diabetes is diabetic retinopathy (DR), which affects the ... -
Development of products and construction in value engineering
(International Organization on 'Technical and Physical Problems of Engineering', 2022)Record levels of competition have been reached in a number of industries, most notably the automotive sector, as a direct result of rising levels of product globalization. As a consequence of this, businesses are consistently ... -
Study the effect of adding zirconia particles to nickel-phosphorus electroless coatings as product innovation on stainless steel substrate
(De Gruyter, 2022)Scholars have spent much time studying metal deposition procedures involving the deposition of elec-troless nickel, alloy, and composite coatings on various surfaces; the most current uses were feasible advantages of the ... -
Investigation of he structural behavior of the steel fiber reinforced concrete shear walls exposed to horizontal loads with ANSYS program
(Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)Reinforced concrete walls are considered one of the most important applications in the field of buildings construction, especially tall buildings, because of their ability to withstand high stresses caused by loads. ... -
Investigation of polypropylene fiber reinforced beam behavior on elastic foundation
(Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)Polypropylene fibre reinforced beam is a new successful material in improving the behaviour of beam concrete - especially when it combines with the conventional Polypropylene reinforcementthere's an absence of codes and ... -
Machine learning algorthims for heart rhythm classification
(Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)The electrical activity of the heart is recorded via an electrocardiogram signal. Electrodes on the skin detect minor voltage changes induced by depolarization and repolarization of the heart muscle. The electric potential ... -
Analysis and modeling the behavior of cantilever concrete member with variant depth under distributed load
(Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)The cantilever member is considered important element in construction project. The cantilever beam play important role when a part of the construction be carried in conjunction with the main structure. The critical ... -
Efficient routing scheme for optimal energy consumptation in wireless sensor network using metaheuristic algorithm
(Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)The development of wireless networking has helped to the growth of the Internet by making it easier for people to connect from anywhere in the world. Mobile computers and wireless communications are growing more popular, ... -
Computer denial of service attacks classification and prevention system optimization
(Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)Concerns regarding data privacy have led to the implementation of security measures, particularly in light of the current communication revolution. Thousands of people have shared a vast amount of data containing personal ... -
A new method based CNN combined with genetic algorithm and support vector machine for COVID-19 detection by analyzing X-ray images
(Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)COVID-19 is an infectious disease caused by the newly discovered coronavirus. This new type of virus and disease was unknown before the outbreak that emerged in Wuhan, China in December 2019. COVID-19 poses a serious ... -
A printed reconfigurable monopole antenna based on a novel metamaterial structures for 5G applications
(2023)A novel antenna structure is constructed from cascading multi-stage metamaterial (MTM) unit cells-based printed monopole antenna for 5G mobile communication networks. The proposed antenna is constructed from a printed ... -
Enhancement of the performance of MANET using machine learning approach based on SDNs
(Elsevier GmbH, 2023)Deep learning (DL) is a subdivision of machine learning (ML) that employs numerous algorithms, each of which provides various explanations of the data it consumes; mobile ad-hoc networks (MANET) are growing in prominence. ... -
Optimized face detector-based intelligent face mask detection model in IoT using deep learning approach
(Elsevier Ltd, 2023)The growth of the “Internet of Medical Things (IoMT)” allows for the collection and processing of data in healthcare systems. At the same time, it is challenging to study the requirements of public health prevention. Here, ...
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