Browsing Department of Informatics by Journals "Artificial Intelligence"

Now showing items 1-2 of 2

    • Diversity of solutions: An exploration through the lens of fixed-parameter tractability theory 

      Baste, Julien; Fellows, Michael Ralph; Jaffke, Lars; Masařík, Tomáš; Oliveira, Mateus De Oliveira; Philip, Geevarghese; Rosamond, Frances (Journal article; Peer reviewed, 2022)
      When modeling an application of practical relevance as an instance of a combinatorial problem X, we are often interested not merely in finding one optimal solution for that instance, but in finding a sufficiently diverse ...

    • How to find a good explanation for clustering? 

      Bandyapadhyay, Sayan; Fomin, Fedor; Golovach, Petr; Lochet, William Alexandre; Purohit, Nidhi; Simonov, Kirill (Journal article; Peer reviewed, 2023)
      k-means and k-median clustering are powerful unsupervised machine learning techniques. However, due to complicated dependencies on all the features, it is challenging to interpret the resulting cluster assignments. Moshkovitz, ...