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Artificial Intelligence Based Flexible Preamble Allocation for Radio Access Network Slicing in 5G Networks
(Fen Bilimleri Enstitüsü, 2021)
One of the most difficult challenges in Radio Access Network (RAN) slicing occurs in the connection establishment phase where multiple devices use a common Random Access Channel (RACH) to gain access to the network. It is ...
Derin Öğrenme-Bazlı Bilgisayarlı Göre Modellerinin Eğitimi ve Değerlendirilmesi için Sentetik Veri Üretimi
(Fen Bilimleri Enstitüsü, 2021-06-07)
The recent great success witnessed in computer vision field in solving high-level vision tasks such as visual object tracking, semantic segmentation, instance segmentation, and optical flow recognition is predominantly ...
Türkçe His Analizinde Optimizasyon ve Öneğitimli Modellerin Kullanımı
(Fen Bilimleri Enstitüsü, 2020-12-11)
Emotion analysis means to automatic determination of the emotions in any digital content. It has become a necessity to distill and evaluate with emotion analysis the big data that emerged as a result of the dizzying ...
Yeni Nesil Acas X Simülasyonu
(Fen Bilimleri Enstitüsü, 2021)
In the near future, when air traffic will gain a new dimension, many light weight platforms like unmanned aerial vehicles and more advanced technologies for existing aircraft will appear in the sky in addition to the current ...
Mikroservisler için Verimli Yerleştirme Alternatiflerinin Türetilmesi
(Fen Bilimleri Enstitüsü, 2021)
Microservice architecture is a popular approach that relies on modular software components that are loosely coupled, operate with a single functionality that can be independently deployed and communicate with each other ...
Temporal Anomaly Localızatıon In Vıdeo
(Fen Bilimleri Enstitüsü, 2021-10-14)
Detecting anomalies in surveillance videos is an important research problem in computer vision. In this thesis, we propose two deep network architectures for anomaly detection, Anomaly Detection Network (ADNet) and Anomaly ...
Hibrit Analiz Kullanarak Android Kötücül Yazılım Aile Sınıflandırması
(Fen Bilimleri Enstitüsü, 2021-12-31)
With the developments in mobile and wireless technology, mobile devices have become an important part of our lives. While Android is the leading operating system in the market share, it is also the most targeted platform ...
İnandırıcı Kalabalık Benzetiminde Birey Sayısı ve Hareket Çeşitliliği Araştırması
(Fen Bilimleri Enstitüsü, 2017)
Nowadays, computer games and movies, which constitute a significant part of the entertainment industry, are among the main application areas that use crowd simulations extensively. In the majority of such entertainment ...
Stilistik Özellikler Kullanılarak Yazar Tanıma İşinde Yapay Sinir Ağlarının Başarımının Değerlendirilmesi: Türkçe Köşe Yazıları
(Fen Bilimleri Enstitüsü, 2017)
One of the main opportunities that the internet provides today is the rapidity of media resources, anonymity and accessibility from anywhere. Since individuals do not have to use their real identity in places like websites, ...
Reinforcement Learning based Adaptive Access Class Barring for RAN Slicing in 5G Networks
(Fen Bilimleri Enstitüsü, 2021-09-28)
Machine-to-Machine (M2M) communication is one of the major drivers of 5G networks as M2M traffic might soon surpass Human-to-Human (H2H) traffic. Network slicing is a promising technique for supporting M2M traffic on 5G ...