Towards a Deeper Understanding of Sleep Stages through their Representation in the Latent Space of Variational Autoencoders. - Luka Biedebach; Matias Rusanen; Timo Leppänen; Anna Sigridur Islind; Benedikt Thordarson; Erna Sif Arnardóttir; Maria Óskarsdóttir; Henri Korkalainen; Sami Nikkonen; Samu Kainulainen; Juha Töyräs; Sami Myllymaa (HICSS, 2023)

Two Sides of the Same Pillow: Unfolding the Relationship between Objective and Subjective Sleep Quality with Unsupervised Learning. - Luka Biedebach; María Óskarsdóttir; Erna Sif Arnardóttir; Anna Sigríður Islind (ICIS, 2023)

Anomaly detection in sleep: detecting mouth breathing in children. - Luka Biedebach; María Óskarsdóttir; Erna Sif Arnardóttir; Sigríður Sigurðardóttir; Michael Clausen; Sigurveig Þóra Sigurardóttir; Marta Serwatko; Anna Sigridur Islind (Data Min. Knowl. Discov., 2024)