• Constrained Approximate Search Algorithms in Knowledge Discovery 

      Petrovic, Slobodan; Sidorova, Julia (Journal article, 2020)
      Knowledge discovery in big data is one of the most important applications of computing machinery today. Search is essential part of all such procedures. Search algorithms must be extremely efficient, but at the same time ...
    • Discovery of host-directed modulators of virus infection by probing the SARS-CoV-2–host protein–protein interaction network 

      Vandana, Vandana; Aittokallio, Tero Antero; Frigessi, Arnoldo; Athanasiadis, Paschalis; Wagoner, Jessica; Hartigh, Andreas B Den; Sidorova, Julia; Ianevski, Aleksandr; Fink, Susan L.; White, Judith M.; Polyak, Stephen J. (Peer reviewed; Journal article, 2022)
      The ongoing coronavirus disease 2019 (COVID-19) pandemic has highlighted the need to better understand virus–host interactions. We developed a network-based method that expands the severe acute respiratory syndrome ...