Bilgisayar Mühendisliği Bölümü Tez Koleksiyonu
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Generating Action Description Text From Skeleton Key Points Sequence
(Fen Bilimleri Enstitüsü, 2024)Although numerous sign language datasets are available, they generally include only a small portion of the thousands of signs used worldwide. Furthermore, the creation of diverse sign language datasets is both costly and ... -
A Decision Support System for Software Architecture Decision Making
(Fen Bilimleri Enstitüsü, 2024-06)Software architecture forms the overall structure of a software system and defines how its components work and interact together. It serves as a critical schema that specifies in detail the structure, elements and communication ... -
Continuous Sign Language Translation on the New Educational Turkish Sign Language Dataset (E-TSL) Using Neural Machine Translation Methods
(Fen Bilimleri Enstitüsü, 2024)Sign language is a fundamental communication tool for people with hearing and speech disabilities. However, it is not widely known by others, making communication challenging for those who rely on it. Additionally, sign ... -
Federated Learning With Uncertainty For Different Tasks
(Fen Bilimleri Enstitüsü, 2024-04-29)Classical machine learning paradigms typically centralize all data on a single server for training, which can lead to problems such as data confidentiality, storage costs, and bandwidth requirements for data transfer. To ... -
Quantum Blockchain Architecture for Military Internet of Things
(Fen Bilimleri Enstitüsü, 2024-06-14)In a world rapidly shaped by the ascent of Quantum Computing, the cybersecurity ecosystem confronts unprecedented challenges. The immense computational power of Quantum Computers (QCs) threatens the security of classical ... -
Polinom Ekstrapolasyon Yöntemiyle Engel Kaçınım Tabanlı Yeni Bir Sanal Kuvvet Alanı Yöntemi
(Fen Bilimleri Enstitüsü, 2024)The key point of a autonomous position changing for a vehicle between moving or stationary obstacles is that being able to reach the target point without any collisions with the obstacles. In this thesis work, a new method ... -
Improving Video Retrieval with Data Expansion and Knowledge Graphs
(Fen Bilimleri Enstitüsü, 2024)Recent video-text multimodel approaches provide good results on retrieval tasks. However, the performance of domain-specific cases might be decreased because of internal differences with generic data. Since deep learning ... -
Development of A Machine Learning Based Application For Diagnosing Autoinflammatory Diseases
(Fen Bilimleri Enstitüsü, 2024-02)Diseases caused by immune system dysfunction have numerous complications, significantly affecting patients' life quality. One specific group of such diseases is autoinflammatory diseases, which occur when the immune system ... -
Android authorship attribution using source code-based features
(Fen Bilimleri Enstitüsü, 2024)With the widespread use of mobile devices, Android has become the most popular operating system, and new applications are uploaded to the Android market every day. However, because of the ease of modifying and repackaging ... -
DETECTING NOVEL BEHAVIOR AND PROCESS IMPROVEMENT WITH MULTI-MODAL PROCESS MINING
(Fen Bilimleri Enstitüsü, 2024)The importance of data has increased, especially with the spread of Internet of Things (IoT)-like technologies as a result of the 4th Industrial Revolution. In order to make sense of the data, valuable sciences have also ... -
Using Network-On-Chip Structure in Deep Neural Network Accelerator Design
(Fen Bilimleri Enstitüsü, 2024)The widespread adoption of Deep Neural Networks (DNNs) in various fields, such as image and speech recognition, natural language processing (NLP), and autonomous systems, has been noted. However, the computational cost ... -
Extreme Low Resolution Video Action Recognition
(Fen Bilimleri Enstitüsü, 2023)The rapid evolution of machine learning and deep learning approaches has enabled robust solutions for complex and computationally intensive problems, particularly in describing, identifying, and segmenting video content. ... -
DYNAMIC TASK ALLOCATION AND PATH PLANNING FOR MULTI-AIRCRAFT MISSIONS
(Fen Bilimleri Enstitüsü, 2024)Military aircraft are advanced vehicles capable of performing various missions, primarily in air-to-air and air-to-ground scenarios. Before takeoff, a mission plan is prepared by ground crews, and pilots are expected to ... -
PACKAGING PLANNING PREDICTION USING MULTI-CLASS AND MULTI-OUTPUT ALGORITHMS
(Fen Bilimleri Enstitüsü, 2024-02-08)In the rapidly evolving industrial landscape, Artificial Intelligence (AI) has emerged as a transformative force in various sectors, including manufacturing and supply chain management. Meanwhile, packaging planning is ... -
Nöroendokrin Tümörlerin Histopatolojik Görüntülerinin Derecelendirilmesinde Kullanılan Mitotik Figür Tespiti Ve Sayımı İle Ki67 İndeksininin Hesaplanmasında Hibrit Bir Yöntem Önerilmesi
(Fen Bilimleri Enstitüsü, 2024)Neuroendocrine tumors (NETs) result from the abnormal growth and uncontrolled proliferation of neuroendocrine cells, and pathologists examine them under a microscope to prepare reports. These reports determine the type, ... -
Addressing the Data Diversity Gap With Uniquely Generated Synthetic Vıdeos for Real-World Human Action Recognition
(Fen Bilimleri Enstitüsü, 2023)Recognition of human actions using machine learning requires substantial datasets to develop robust models. However, obtaining such real-world data is challenging because it is a costly and time-consuming process. In ... -
An Improved Device Identifier Composition Engine Architecture to Enhance Internet of Things Security
(Fen Bilimleri Enstitüsü, 2023)The number of Internet-of-Things (IoT) devices has been increasing rapidly every year. Most of these devices have access to important personal data such as health, daily activities, location, and finance. However, these ... -
Extensive Cryptanalysis of Authenticated Encryption With Associated Data Algorithm Colm
(Fen Bilimleri Enstitüsü, 2023-07-04)The main objective of an Authenticated Encryption with Associated Data (AEAD) algorithm is to keep the encrypted plaintext secret until its tag is validated. There are two main methods related to the cryptanalysis of AEAD ... -
Integration Testing Maturity Assessment for Safety Critical Avionics Software
(Fen Bilimleri Enstitüsü, 2023)Safety-critical software failures lead to serious results such as loss of live or damage to the environment; therefore, safety-critical software verification requires special attention. Avionics system software is one type ... -
Blockchain Based Decentralized Data Management Model for Swarm UAV Systems
(Fen Bilimleri Enstitüsü, 2023)The rapid development of Unmanned Aerial Vehicles (UAVs) and the Internet of Things (IoT) has given rise to new possibilities for decentralized communication and data sharing among connected devices. Swarm UAV systems, in ...
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