• An Efficient Bet-GCN Approach for Link Prediction 

      Saxena, Rahul; Patil, Spandan Pankaj; Verma, Atul Kumar; Jadeja, Mahipal; Vyas, Pranshu; Bhateja, Vikrant; Lin, Jerry Chun-Wei (Peer reviewed; Journal article, 2023)
      The task of determining whether or not a link will exist between two entities, given the current position of the network, is called link prediction. The study of predicting and analyzing links between entities in a network ...
    • An Ensemble Classifier for Stock Trend Prediction Using Sentence-Level Chinese News Sentiment and Technical Indicators 

      Chen, Chun-Hao; Chen, Po-Yeh; Lin, Jerry Chun-Wei (Peer reviewed; Journal article, 2022)
      In the financial market, predicting stock trends based on stock market news is a challenging task, and researchers are devoted to developing forecasting models. From the existing literature, the performance of the forecasting ...
    • Pulmonary Nodule Classification in Lung Cancer from 3D Thoracic CT Scans Using fastai and MONAI 

      Kaliyugarasan, Sathiesh Kumar; Lundervold, Arvid; Lundervold, Alexander Selvikvåg (Peer reviewed; Journal article, 2021)
      We construct a convolutional neural network to classify pulmonary nodules as malignant or benign in the context of lung cancer. To construct and train our model, we use our novel extension of the fastai deep learning ...