Mühendislik Fakültesi
Collections in this community
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Bilgisayar Mühendisliği Bölümü koleksiyonu [122]
Collection of Computer Engineering -
Elektrik Elektronik Mühendisliği Bölümü koleksiyonu [60]
Collection of Electrical and Electronics Engineering -
Endüstri Mühendisliği Bölümü koleksiyonu [53]
Collection of Industrial Engineering -
İnşaat Mühendisliği Bölümü koleksiyonu [59]
Collection of Civil Engineering -
Makine Mühendisliği Bölümü koleksiyonu [75]
Collection of Mechanical Engineering
Recent Submissions
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Analyzing customer churn: A comparative study of machine learning models on Pay-TV subscribers in Turkey
(IEEE, 2023)Understanding the reasons for customer churn provides added value in terms of retaining existing customers, as customer attrition leads to revenue loss for companies and incurs marketing costs for acquiring new customers. ... -
Optimizing collective building management through a machine learning-based decision support system
(IEEE, 2023)This study presents the design, implementation, and evaluation of a Decision Support System (DSS) developed for Collective Building Management. Given the potential advantages of machine learning techniques in this domain, ... -
Understanding the psychological and financial correlates for consumer credit use
(Sosyoekonomi, 2024)This study investigated the behavioural and cognitive predictors of consumer credit usage to develop a behavioural credit risk assessment procedure for a factoring company. Participants completed surveys measuring personality ... -
Investigation procedure for the diagnosis of historical minarets: Inclined minaret of Sivas Ulu Cami (Mosque)
(Springer, 2024)The inclined minaret of Sivas Ulu Cami (Mosque) from the 13th century Danishmend Period is one of the most invaluable architectural heritages in Turkey. The extent of inclination of the minaret towards the North-West ... -
Validation of the short version (TLS-15) of the triangular love scale (TLS-45) across 37 languages
(Springer, 2023)Love is a phenomenon that occurs across the world and affects many aspects of human life, including the choice of, and process of bonding with, a romantic partner. Thus, developing a reliable and valid measure of love ... -
Design and FPGA implementation of UAV simulator for fast prototyping
(IEEE, 2023)As production and advances in motor and battery cell technology progress, unmanned aerial vehicles (UAVs) are gaining more and more acceptance and popularity. Unfortunately, the design and prototyping of UAVs is an expensive ... -
Live demo: design and FPGA implementation of a component level uav simulator
(IEEE, 2023)In this work, we introduce a fast, component based simulation environment for UAVs. The simulator framework is proposed as combination of three sub-models: i. battery, ii. BLDC and propeller, iii. dynamic model. The model ... -
Differential microwave imaging of cerebral hemorrhage via dort method
(IEEE, 2023)Bleeding in the brain tissues may cause fatal health conditions and continuous monitoring of the change in this blood accumulation becomes important in the first few hours after the incident. The continuous post-event ... -
Site response analysis in performance based approach
(Elsevier, 2024)A performance based approach for site response analysis requires a probabilistic approach accounting for the observed variability in soil stratification and engineering properties of the soil layers. The major variability ... -
Fault detection model using measurement data in fiber optic internet lines
(IEEE, 2023)In this study, a model has been developed to predict potential faults in advance based on performance metrics of various fiber-optic internet lines, as well as alarm (fault data) and performance measurement values from the ... -
GRAFRAUD: Fraud detection using graph databases and neural networks
(IEEE, 2023)The issue of fraud has become a significant concern for many companies, particularly in the finance sector, but the traditional methods of detecting fraud are no longer adequate. Innovative technologies are necessary to ... -
Unlocking the neural mechanisms of consumer loan evaluations: An fNIRS and mlbased consumer neuroscience study
(2023)This study conducted a comprehensive exploration of the neurocognitive processes underlying consumer credit decision-making using cutting-edge techniques from neuroscience and artificial intelligence (AI). Employing ... -
Analytical approaches in customer relationship management
(IEEE, 2023)This study examines the impact of analytical customer relationship management (aCRM) strategies, specifically the segmentation approach using RFM analysis and artificial learning methods, on customer satisfaction, revenue ... -
Performing DISC Personal inventory analysis in job postings using artificial intelligence methods
(Data science and applications, 2023)One of the application fields of DISC selfevaluation analysis was introduced to predict people's performance and orientation in their working life. Each letter in the word DISC represents an essential personal characteristic, ... -
Unraveling neural pathways of political engagement: bridging neuromarketing and political science for understanding voter behavior and political leader perception
(2023)Political neuromarketing is an interdisciplinary field that combines marketing, neuroscience, and psychology to understand voter behavior and political leader perception. This interdisciplinary field offers novel techniques ... -
Ön eğitimli dil modelleriyle duygu analizi
(İstanbul Sabahattin Zaim Üniversitesi Fen Bilimleri Enstitüsü, 2023)Duygu analizi, çeşitli platformlarda bir konu hakkında düşünce, duygu ya da tutumu irdelemek, analiz etmek ve yorumlamak amacıyla kullanılan yöntemlerden biridir. Farklı konulardaki metinlerin öznel içeriklerine göre ... -
Investigation of the motion of a spherical object located at soft elastic and viscoelastic material interface for identification of material properties
(King Mongkut's University of Technology North Bangkok (KMUTNB), 2024)Measuring the properties of soft viscoelastic materials is challenging. Here, the motion of a spherical object located at the soft elastic and viscoelastic material interface for the identification of material properties ... -
CNN-Based emotion recognition using data augmentation and preprocessing methods
(Institute of Electrical and Electronics Engineers Inc., 2023)In this paper, a system that recognizes emotion from human faces is designed using Convolutional Neural Networks (CNN). CNN is known to perform well when trained with a large database. The lack of large and balanced publicly ... -
Artificial intelligence augmented iterative product decoding
(2023)A method for product decoding within a data storage system includes receiving data to be decoded within a first decoder; performing a plurality of decoding iterations to decode the data utilizing a first decoder and a ... -
Joint multi-nanopore sequencing for reliable data retrieval in nucleic acid storage
(2023)A nucleic acid storage system (100) that uses nanopore sequencing to read data values chemically embedded in oligonucleotides includes a membrane (102), a voltage source (108), and a nucleic acid strand (110). The membrane ...
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