Yazar "0000-0003-3186-2781" için Bilişim Sistemleri Mühendisliği Bölümü Koleksiyonu listeleme
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A COMPARATIVE EVALUATION OF THE BOOSTING ALGORITHMS FOR NETWORK ATTACK CLASSIFICATION
Coşkun, Koraty; Çetin, Gürcan (Kerim ÇETİNKAYA, 2022)The security of information resources is an extremely critical problem. The network infrastructure that enables internet access, in particular, may be targeted by attackers from a variety of national and international ... -
Development of PID based control strategy in maximum exergy efficiency of a geothermal power plant
Çetin, Gürcan; Özkaraca, Osman; Keçebaş, Ali (Elsevier, 2021)The control strategy insures the efficiency, increased production and safety in new and complicated energy conversion systems. To this end, a thermodynamic model that simulates a real geothermal power plant is developed, ... -
The Diagnosis of Diabetes Mellitus with Boosting Methods
Koçak, Hilal; Çetin, Gürcan (TUBITAK, 2023)In addition to the damage, it can cause to various organs, diabetes mellitus (DM) also increases a person's risk of developing other serious health conditions. These can include heart disease, stroke, and nerve damage. ... -
An Effective Classifier Model for Imbalanced Network Attack Data
Çetin, Gürcan (Tech Science Press, 2022)Recently, machine learning algorithms have been used in the detection and classification of network attacks. The performance of the algorithms has been evaluated by using benchmark network intrusion datasets such as DARPA98, ... -
Lifetime Optimization of the LEACH Protocol in WSNs with Simulated Annealing Algorithm
Gülbaş, Gülşah; Çetin, Gürcan (Springer, 2023)The lifetime of a Wireless Sensor Network (WSN) is determined by its energy restriction. One of the conventional techniques used to maintain network connectivity is the utilization of the LEACH routing protocol. LEACH is ...