• On the identification of active factors in nonregular two-level designs with a small number of runs 

      Hamre, Yngvild Hole; Tyssedal, John Sølve (Peer reviewed; Journal article, 2022)
      Nonregular two-level designs are attractive screening designs due to their good projection properties and flexible run sizes. In particular, the 12-run Plackett–Burman (PB) design has become quite popular. However, existing ...
    • Robust online active learning 

      Cacciarelli, Davide; Kulahci, Murat; Tyssedal, John Sølve (Journal article; Peer reviewed, 2023)
      In many industrial applications, obtaining labeled observations is not straightforward as it often requires the intervention of human experts or the use of expensive testing equipment. In these circumstances, active learning ...