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Machine learning algorithms against hacking attack and detection success comparison
(Institute of Electrical and Electronics Engineers Inc., 2020)
Power system protection units has got enormous importance with the growing risk of cyber-attacks. To create sustainable and well protected system, power system data must be healthy. For that purpose, many machine learning ...
Assessing Employee Attrition Using Classifications Algorithms
(Association for Computing Machinery, 2020)
Employees leave an organization when other organizations offer better opportunities than their current organizations. Continuity and sustenance and even completion of jobs are crucial issues for the companies not to suffer ...
Peer-to-Peer Localization via On-board Sensing for Aerial Flocking
(Institute of Electrical and Electronics Engineers Inc., 2020)
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The performance of mobile multi-robot systems dramatically depends on the mutual awareness of individual robots, particularly the positions of ...
Blockchain-based Fog Computing Applications in Healthcare
(IEEE, 2020)
— Son zamanlarda blokzincir teknolojisinin sağlık
alanında kullanımı artmıştır. Blokzincir teknolojisinin sağlık
alanına getirdiği birçok yenilik olmasına rağmen, halen çözülmeyi
bekleyen problemleri mevcuttur. Bu ...
A Top-Down Approach for Finding Affected Pathway Subnetworks in Type 2 Diabetes
(IEEE, 2020)
Diyabet (Diabetes Mellitus, DM), insülin üreten
pankreas beta hücrelerindeki fonksiyon bozukluğu, insülin direnci
veya insülinin işlevselliğinin bozulması ile meydana gelen bir tür
metabolik bozukluktur. Diyabet vakalarının ...
Blockchain Based User Management System
(IEEE, 2020)
—Blokzinciri, çeşitli kriptografi teknikleri kullanılarak
birbirine bağlanmış bloklar içerisinde bulunan verilerin, ağ
üzerinde diğer noktalara dağıtılmasıyla oluşturulan güvenilir ve
şeffaf bir yapıdır. Mevcut veri ...
Data Mining Techniques in Direct Marketing on Imbalanced Data using Tomek Link Combined with Random Under-sampling
(Association for Computing Machinery, 2021)
Determining the potential customers is very important in direct marketing. Data mining techniques are one of the most important methods for companies to determine potential customers. However, since the number of potential ...
PCB component recognition with semi-supervised image clustering [Yari-gözetimli görüntü kümeleme ile baskili devre karti bileşeni tanima]
(Institute of Electrical and Electronics Engineers Inc., 2021)
Classification of surface mounted devices plays an important role on automated inspection systems of printed component board production. Limited number of publicly available datasets which the components are labeled and ...
Street vendor detection: Helping municipalities make decisions with actionable insights
(Institute of Electrical and Electronics Engineers Inc., 2021)
Street vendors are quite common in countries across the world. By the prevalence of mobile surveillance systems, increasing demand for automatic detection of street vendors for further decisions and planning by the city ...
Machine Learning based Beamwidth Adaptation for mmWave Vehicular Communications
(Institute of Electrical and Electronics Engineers Inc., 2023)
The incorporation of mmWave technology
in vehicular networks has unlocked a realm of possibilities, propelling the advancement of autonomous vehicles,
enhancing interconnectedness, and facilitating communication for ...