Browsing KINDI Center for Computing Research by Publisher "Elsevier Inc."

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A decomposition-based hybrid ensemble CNN framework for driver fatigue recognition

Li, Ruilin; Gao, Ruobin; Suganthan, Ponnuthurai Nagaratnam ( Elsevier Inc. , 2023 , Article)
Electroencephalogram (EEG) has become increasingly popular in driver fatigue monitoring systems. Several decomposition methods have been attempted to analyze the EEG signals that are complex, nonlinear and non-stationary ...
An iterative cyclic tri-strategy hybrid stochastic fractal with adaptive differential algorithm for global numerical optimization

Abdel-Nabi, Heba; Ali, Mostafa Z.; Awajan, Arafat; Alazrai, Rami; Daoud, Mohammad I.; Suganthan, Ponnuthurai N.... more authors ... less authors ( Elsevier Inc. , 2023 , Article)
Many real-life problems can be formulated as numerical optimization problems. Such problems pose a challenge for researchers when designing efficient techniques that are capable of finding the desired solution without ...