• 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 ...
    • Inpatient Discharges Forecasting for Singapore Hospitals by Machine Learning 

      Gao, Ruobin; Cheng, Wen Xin; Suganthan, P. N.; Yuen, Kum Fai ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)
      Hospitals can predetermine the admission rate and facilitate resource allocation based on valid emergency requests and bed capacity estimation. The excess unoccupied beds can be determined with the help of forecasting the ...