Bilgisayar Mühendisliği Bölümü
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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 ... -
İnsansız Hava Araçlarında Bulunan Kameralar Kullanılarak Orman Yangınlarının Tespit Edilmesi
(Fen Bilimleri Enstitüsü, 2023)Unmanned aerial vehicles(UAVs) are invaluable technologies thanks to their remote control and monitoring capabilities. Operational forces and firefighters use UAVs in wildfire detection missions. Due to their high pattern ... -
Artificial Intelligence Applications in Early Diagnosis of Sepsis Disease
(Fen Bilimleri Enstitüsü, 2023)Sepsis is a major cause of death in intensive care units worldwide. Early diagnosis and treatment are crucial for improving patient survival and reducing organ dysfunction. Combining sepsis research and computer science ... -
A Quality Evaluation Meta-Model for Open Source Software
(Fen Bilimleri Enstitüsü, 2023)In recent years, Open Source Software (OSS) has gained an increasing attention due to its voluntary supporters, growing community, no vendor lock-in, low total cost of ownership, and ease of accessibility in cloud repositories. ... -
Evolutionary Dynamic Optimization for Dynamic Trust Management in Vehicular Ad Hoc Networks
(Fen Bilimleri Enstitüsü, 2023-06-09)Trust management in vehicular ad hoc networks (VANETs) is a challenging dynamic optimization problem due to their decentralized, infrastructureless, and dynamically changing topology. Evolutionary computation (EC) algorithms ... -
Developing a Comprehensive Emotion Lexicon for Turkish
(Fen Bilimleri Enstitüsü, 2023-09)Social media and mood meters on websites have made expressing ideas easy and clear. These communication channels have produced useful data that can be used across disciplines. These data have helped researchers in several ... -
Behavior Analysis Based Protest Event Detection
(Fen Bilimleri Enstitüsü, 2023)Purpose: Social unrest is a phenomenon that occurs in all countries, both developed and poor. The only difference is in the cause of a social unrest and it is mostly economic in underdeveloped countries. The occurrence ... -
Weakly-Supervised Relation Extraction
(Fen Bilimleri Enstitüsü, 2023)Relation extraction is a crucial element for numerous natural language processing applications, including text summarization and question answering. It is noteworthy that there are diverse methodologies for relation ... -
Tales of Turbulence: BERT-Based Multimodal Analysis of FED Communication Dynamics Amidst COVID-19 through FOMC Minutes
(Fen Bilimleri Enstitüsü, 2023-09)Although communication of the central banks with the market was still quite limited at the end of the 20th century, and the authorities had agreed that policymakers should hold a more secretive attitude, this situation ... -
Developing A Turkish Sentiment Lexicon Using Tone Distributions
(Fen Bilimleri Enstitüsü, 2022)With the developing technology and increasing use of the internet, many sources of data have been exposed to researchers. Analysis and extraction of meaningful information from this data is a research topic under the field ... -
Monocular Depth Estimation with Self-Supervised Representation Learning
(Fen Bilimleri Enstitüsü, 2022)Many representation and modalities are developed for better scene understanding as images, videos, point clouds, etc. In this thesis, we intentionally characterize scene representation as depth maps in order to leverage ... -
The Relationship of Cybersickness with Eye and Brain Activity in Response to Varying Speed, Scene Complexity and Stereoscopic VR Cues
(Fen Bilimleri Enstitüsü, 2022)In this study, our aim is to make an evaluation of the interplay between environment-based cues, namely speed, scene complexity and stereoscopic rendering parameters, and the discomfort felt in the form of cybersickness ... -
Understanding Actions in Instructional Videos
(Fen Bilimleri Enstitüsü, 2023)Despite the promising improvements in human activity recognition for fundamental actions, understanding actions in instructional web videos is a challenging research problem. Instructional web videos contain various ...