Browsing Information Intelligence by Author "Suganthan, P."

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    • 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 ...

    • 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 ...