Ontology-Guided Principal Component Analysis: Reaching the Limits of the Doctor-in-the-Loop. - Sandra Wartner; Dominic Girardi; Manuela Wiesinger-Widi; Johannes Trenkler; Raimund Kleiser; Andreas Holzinger (ITBAM, 2016)

Using concept hierarchies to improve calculation of patient similarity. - Dominic Girardi; Sandra Wartner; Gerhard Halmerbauer; Margit Ehrenmüller; Hilda Kosorus; Stephan Dreiseitl (J. Biomed. Informatics, 2016)

Semi-automated Quality Assurance for Domain-Expert-Driven Data Exploration - An Application to Principal Component Analysis. - Sandra Wartner; Manuela Wiesinger-Widi; Dominic Girardi; Dieter Furthner; Klaus Schmitt (CD-MAKE, 2019)