Açık Akademik Arşiv Sistemi

Browsing by Author "Iskefiyeli, Murat"

Browsing by Author "Iskefiyeli, Murat"

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  • Anomaly-Based Intrusion Detection From Network Flow Features Using Variational Autoencoder 
    Zavrak, Sultan; Iskefiyeli, Murat (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2020)
    The rapid increase in network traffic has recently led to the importance of flow-based intrusion detection systems processing a small amount of traffic data. Furthermore, anomaly-based methods, which can identify unknown ...
  • Hybrid fuzzy-genetic algorithm to automated discovery of prediction rules 
    Fadel, Ibrahim A.; Alsanabani, Hussein; Oz, Cemil; Kamal, Tariq; Iskefiyeli, Murat; Abdien, Fawzia (IOS PRESS, 2021)
    Genetic algorithm is one of data mining classification techniques and it has been applied successfully in a wide range of applications. However, the performance of Genetic algorithm fluctuates significantly. This research ...