• Enhancing big data feature selection using a hybrid correlation-based feature selection 

      Mohamad, Masurah; Selamat, Ali; Krejcar, Ondrej; González-Crespo, Rubén ; Herrera-Viedma, Enrique; Fujita, Hamido (2021)
      This study proposes an alternate data extraction method that combines three well-known feature selection methods for handling large and problematic datasets: the correlation-based feature selection (CFS), best first search ...
    • Multilayer Framework for Botnet Detection Using Machine Learning Algorithms 

      Ibrahim, Wan Nur Hidayah; Anuar, Syahid; Selamat, Ali; Krejcar, Ondrej; González-Crespo, Rubén; Herrera-Viedma, Enrique; Fujita, Hamido (IEEE Access, 2021)
      A botnet is a malware program that a hacker remotely controls called a botmaster. Botnet can perform massive cyber-attacks such as DDOS, SPAM, click-fraud, information, and identity stealing. The botnet also can avoid being ...