Bilgisayar Mühendisliği Bölümü Tez Koleksiyonu
Güncel Gönderiler
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Robust Control of A Missile System
(Fen Bilimleri Enstitüsü, 2022-05)Missiles, known for their high agility and fast speed, are becoming increasingly important for defense purposes and they are frequently encountered, especially in air defense scenarios. In an air defense scenario, the ... -
Generating Illustrations for Children Books Using Generative Adversarial Networks
(Fen Bilimleri Enstitüsü, 2022)This thesis presents a very first method to create children illustration book images. Our method takes edge maps or sketches as input and generates images and/or videos stylized by the selected illustrator. To achieve this, ... -
Learning Sign Languages with Limited Supervision and Semantic Representations
(Fen Bilimleri Enstitüsü, 2022-06)Sign languages evolve and change over time, much like spoken languages. It is impractical to annotate the signs of a sign language for supervised learning. Scalable recognition modalities are needed for SLR especially for ... -
A Decision Analysis Approach for Selecting Software Defect Prediction Method in the Early Phases
(Fen Bilimleri Enstitüsü, 2022-06)Considering that software usage rates have increased, it is inevitable for end-users to prefer high-quality software products. Undoubtedly, one of the most important quality indicators of a software product is its defect ... -
Keyframe Extraction Using Linear Rotation Invariant Coordinates
(Fen Bilimleri Enstitüsü, 2022)Today, with the improvements in the processing power of video cards, SOC hardware, and smartphones, the use of 3D motion data has expanded considerably beyond video games. At the same time, through these developments, the ... -
Learning Heuristics Towards Solving Combinatorial Optimization Problems
(Fen Bilimleri Enstitüsü, 2022)We introduce a learning framework towards the approximation of the maximum clique enumeration problem. We make use of node classification to eliminate the least likely nodes to be in a maximum clique and reduce the input ... -
An Attention Based Deep Neural Network Architecture for Identification of Phishing URLS Through Character Level N-Gram Embeddings
(Fen Bilimleri Enstitüsü, 2022-06-24)Despite the various technological advancements that have been made in the fight against phishing attacks, the problem still remains one of the most common threats in the cybersecurity domain. Due to the increasing number ... -
MIWGAN-GP: Missing Data Imputation using Wasserstein Generative Adversarial Nets with Gradient Penalty
(Fen Bilimleri Enstitüsü, 2022)The success and dependability of IoT applications are heavily dependent on data quality. Due to hardware problems, synchronization challenges, inconsistent network connectivity, and manual system shutdown, produced data ... -
Leveragıng Semantıc Salıency Maps For Query-Specıfıc Vıdeo Summarızatıon
(Fen Bilimleri Enstitüsü, 2022)Automatic video summarization is a technique that allows us to easily understand and analyze large amount of visual data. Methods in the literature do this by dividing the video into certain parts and assigning a significance ... -
Optımızatıon Methodology For Applıcatıon Mappıng In Wıreless Network-On-Chıp
(Fen Bilimleri Enstitüsü, 2022)Network-on-Chip is a novel communication technology that has replaced the traditional bus-based or point-to-point communication methods between the electronic components to allow for faster and more energy-efficient ... -
Eşler Arası Ağlarda Makine Öğrenimi Destekli Tutarlılık Temelli Güven Yönetimi
(Fen Bilimleri Enstitüsü, 2022-08-01)Peer-to-peer (P2P) networks first emerged with file sharing and distribution applications. P2P networks continue their popularity with new usage areas such as cryptocurrencies, NFTs, and metaverse platforms. While peer-to-peer ... -
A Sample Verification and Validation Framework for Open Source Simulation Software
(Fen Bilimleri Enstitüsü, 2022)Verification and Validation (V&V) activities performed in the life cycle of a software project are necessary to meet technical specifications and requirements. Likewise, V&V activities in a simulation project's life cycle ... -
A Plagiarism Detection System Based on POS Tag N-Grams
(Fen Bilimleri Enstitüsü, 2022)It is a common problem to find similar parts in two different documents or texts. Especially, a text suspected of plagiarism is likely to have similar characteristics with the source text. Plagiarism is defined as taking ... -
Optimization Methods in High-Level Synthesis
(Fen Bilimleri Enstitüsü, 2022-06-30)Continuous decrease in the transistor technology sizes has enabled much denser packaging of electronic components on chips, which has resulted in integrated circuits with more functionalities and lower costs. However, it ... -
A Machıne Learnıng Approach For The Detectıon Of Trade Based Manıpulatıons In Borsa İstanbul
(Fen Bilimleri Enstitüsü, 2022)Capital markets, one of the pillars of the financial system, play a vital role in transferring the excess funds of savers to investors who need funds in the medium and long term. Trust is essential for the safe and effective ... -
FPGA tabanlı otomatik kontrol sistemleri geliştirme
(Fen Bilimleri Enstitüsü, 2016-05)In this thesis, controller design is studied on a Field Programmable Gate Array (FPGA), which has the capabilities of reprogrammability and parallel processing. The PID and SMC have been chosen as controllers in this study ... -
Offensive Language Detection in Turkish Twitter Data with BERT Models
(Fen Bilimleri Enstitüsü, 2022)As insulting statements become more frequent on online platforms, these negative statements create a reaction and disturb the peace of society. Identifying these expressions as early as possible is important to protect the ... -
Gelişmiş Sinyal İşleme için Verimli Heterojen Paralel Hesaplama
(Fen Bilimleri Enstitüsü, 2022)In this thesis, power-efficient, real-time, parallel applications are designed which aims to reduce increased computational overhead of advanced signal processing algorithms compared to conventional signal processing ... -
Evaluatıng the Use of Neural Rankıng Methods in Search Engınes
(Fen Bilimleri Enstitüsü, 2022)A search engine strikes a balance between effectiveness and efficiency to retrieve the best documents in a scalable way. Recent deep learning-based ranker methods prove effective and improve state of the art in relevancy ... -
Kurumsal Kaynak Planlama Yazılımı Geliştirme İçin Alan Özgü Olgunluk Modeli
(Fen Bilimleri Enstitüsü, 2021)Enterprise Resource Planning (ERP) is an integrated management system that enables efficient use of resources such as labor, machinery and materials required for the production of goods and services in enterprises. ERP ...
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