Browsing KINDI Center for Computing Research by Author "Cheng, Wen Xin"

Now showing items 1-2 of 2

    • EEG-based emotion recognition using random Convolutional Neural Networks 

      Cheng, Wen Xin; Gao, Ruobin; Suganthan, P. N.; Yuen, Kum Fai ( Elsevier Ltd , 2022 , Article)
      Emotion recognition based on electroencephalogram (EEG) signals is helpful in various fields, including medical healthcare. One possible medical application is to diagnose emotional disorders in patients. Humans tend to ...

    • 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 ...