Automatic Sleep Staging using Support Vector Machines with Posterior Probability Estimates. - Steinn Gudmundsson; Thomas Philip Runarsson; Sven Sigurdsson (CIMCA/IAWTIC, 2005)

Support vector machines and dynamic time warping for time series. - Steinn Gudmundsson; Thomas Philip Runarsson; Sven Sigurdsson (IJCNN, 2008)

Computationally efficient flux variability analysis. - Steinn Gudmundsson; Ines Thiele (BMC Bioinform., 2010)

Detecting fraudulent whiplash claims by support vector machines. - Steinn Gudmundsson; Gudny Lilja Oddsdottir; Thomas Philip Runarsson; Sven Sigurdsson; Eythor Kristjansson (Biomed. Signal Process. Control., 2010)

Test-retest reliability and feature selection in physiological time series classification. - Steinn Gudmundsson; Thomas Philip Runarsson; Sven Sigurdsson (Comput. Methods Programs Biomed., 2012)

EGFR Signal-Network Reconstruction Demonstrates Metabolic Crosstalk in EMT. - Kumari Sonal Choudhary; Neha Rohatgi; Skarphedinn Halldorsson; Eirikur Briem; Thorarinn Gudjonsson; Steinn Gudmundsson; Ottar Rolfsson (PLoS Comput. Biol., 2016)

Ensemble learning using individual neonatal data for seizure detection. - Ana Borovac; Steinn Gudmundsson; Gardar Thorvardsson; Saeed M. Moghadam; Päivi Nevalainen; Nathan J. Stevenson; Sampsa Vanhatalo; Thomas Philip Runarsson (CoRR, 2022)