Browsing Information Intelligence by Author "Hu, Minghui"

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    • Automated layer-wise solution for ensemble deep randomized feed-forward neural network 

      Hu, Minghui; Gao, Ruobin; Suganthan, Ponnuthurai N.; Tanveer, M. ( Elsevier B.V. , 2022 , Article)
      The randomized feed-forward neural network is a single hidden layer feed-forward neural network that enables efficient learning by optimizing only the output weights. The ensemble deep learning framework significantly ...

    • Ensemble deep learning: A review 

      Ganaie, M. A.; Hu, Minghui; Malik, A. K.; Tanveer, M.; Suganthan, P. N. ( Elsevier Ltd , 2022 , Other)
      Ensemble learning combines several individual models to obtain better generalization performance. Currently, deep learning architectures are showing better performance compared to the shallow or traditional models. Deep ...