• Detecting suicidality on social media: Machine learning at rescue 

      Rabani, Syed Tanzeel; Ud Din Khanday, Akib Mohi; Khan, Qamar Rayees; Hajam, Umar Ayoub; Imran, Ali Shariq; Kastrati, Zenun (Journal article; Peer reviewed, 2023)
      The rise in technological advancements and Social Networking Sites (SNS) made people more engaged in their virtual lives. Research has revealed that people feel more comfortable posting their feelings, including suicidal ...
    • The impact of synthetic text generation for sentiment analysis using GAN based models 

      Imran, Ali Shariq; Yang, Ru; Kastrati, Zenun; Daudpota, Sher Muhammad; Shaikh, Sarang (Peer reviewed; Journal article, 2022)
      Data imbalance in datasets is a common issue where the number of instances in one or more categories far exceeds the others, so is the case with the educational domain. Collecting feedback on a course on a large scale and ...