Yazar "RTEÜ, Mühendislik ve Mimarlık Fakültesi, Bilgisayar Mühendisliği Bölümü" için Scopus İndeksli Yayınlar Koleksiyonu listeleme
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Machine learning based feature optimization and early detection system in heart diseases
Özer, Erman; Aydos, Hasan (IEEE, 2023)In today's world, humanity faces a myriad of challenges, many of which pose significant threats to our well-being. Chief among these challenges are health-related issues. Among these health problems, heart diseases stand ... -
MARS: Machine learning based Adaptable and Robust Network Management for Software-defined Networks
Kandah, Farah; Özçelik, İlker; Huber, Brennan (Institute of Electrical and Electronics Engineers Inc., 2020)Traditional networks were initially designed to scale fast, but in turn are harder to monitor and manage. The rise in the Internet of Things (IoT) has caused an increase in the number of mobile nodes and thus the topology ... -
Measuring instructional design competencies of future professionals: construct validity of the ibstpi(R) standards
Yalçın, Yasin; Ursavaş, Ömer Faruk; Klein, James D. (Springer, 2021)Competencies that constitute the instructional design profession and how these competencies should be measured have been of interest to researchers for many years. Among the competency sets developed to date, the ibstpi(R) ... -
Performance analysis of blockchain-based systems for industry applications
Khan, Mansoor; Bayat, Oğuz; Çoruh, Uğur (Association for Computing Machinery, 2020)Blockchain is the most prominent phenomenon of the technological world and provides a foundation for future ecosystems to build trust less nodes in a distributed system. However, the security and privacy provided by the ... -
Performance comparison of support vector machine and K-nearest neighbor algorithms in leaf recognition system based on android operating system
Çelebi, Onur; Ergin, Cem; Badem, Ayça; Akdeniz, Fulya; Becerikli, Yaşar (Institute of Electrical and Electronics Engineers Inc., 2019)Plants are an important factor in conservation the ecological balance. There are thousands of plant species in the world. Due to the diversity of plant species, it is very important that plant species can be detected ... -
Predicting mechanical properties in geopolymer mortars, including novel precursor combinations, through XGBoost method
Yılmaz, Yıldıran; Çakmak, Talip; Kurt, Zafer; Ustabaş, İlker (Springer, 2024)Concrete is the most widely used material in the building industry due to its affordability, durability, and strength. However, considering carbon emissions, it is believed that concrete will be replaced by geopolymers in ... -
Recurrent neural network and long short-term memory models for audio copy-move forgery detection: a comprehensive study
Akdeniz, Fulya; Becerikli, Yaşar (Springer, 2024)One of the most pressing challenges in audio forgery detection—a major topic of signal analysis and digital forensics research—is detecting copy-move forgery in audio data. Because audio data are used in numerous sectors, ... -
Selecting the best forensic report by using a group decision making method: A case study on three forensic reports
Kaya, Gülsüm Akkuzu; Badwan, Abdul (IEEE, 2021)Group decision making (GDM) techniques have been very popular to take the best and the most convenient decision from an alternative set. GDM techniques have been applied in various area of information sharing as well as ... -
Solution and performance analysis of subset sum problem with a new metaheuristic approach
Keskenler, Mustafa Furkan; Keskenler, Eyüp Fahri (TUBITAK, 2020)Subset sum problem was solved with two different metaheuristic approaches in the study. After these approaches, which are simulated annealing and genetic algorithms, a hybrid model of two methods was created and better ... -
Sperm detection and analysis using feature description algorithms
Keskenler, Mustafa Furkan; Hasiloğlu, Abdulsamet; Özyer, Gülşah Tumuklu; Özyer, Barış; Şimşek, Emrah (Ieee, 2019)Computer aided sperm analysis (CASA) systems have been used in recent years to examine the mobility and morphology of human and animal sperm. While these systems detect sperm, they fail to detect more than one sperm image ... -
Stacked ensemble modeling for improved tuberculosis treatment outcome prediction in pediatric cases
Yılmaz, Yıldıran (Wiley, 2024)The promising results of ML (machine learning) methods in various disciplines have led to the frequent use of these methods in health fields such as disease diagnosis, personalized medicine, medical image-based diagnosis, ... -
TRCyberLab: An infrastructure for future internet and security studies
Özçelik, İlker; Akleylek, Sedat; Özçelik, İbrahim (Ieee, 2018)The digital world is continuously changing, and new technologies affecting every aspect of our life. in order to keep up with these changes and have some impact and/or control over it; we must conduct advanced research on ...