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

On-line Detection of Patient Specific Neonatal Seizures using Support Vector Machines and Half-Wave Attribute Histograms. - 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)

The feasibility of constructing a Predictive Outcome Model for breast cancer using the tools of data mining. - Thora Jonsdottir; Ebba Thora Hvannberg; Helgi Sigurdsson; Sven Sigurdsson (Expert Syst. Appl., 2008)

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)

Modelling the Release of Moxifloxacin from Plasma Grafted Intraocular Lenses with Rotational Symmetric Numerical Framework. - Kristinn Gudnason; Sven Sigurdsson; Fjola Jonsdottir; António Jorge Guiomar; A. P. Vieira; Patrícia Alves; Patrícia Coimbra; Maria Helena Gil (IWBBIO (1), 2018)

Algorithm 1005: Fortran Subroutines for Reverse Mode Algorithmic Differentiation of BLAS Matrix Operations. - Kristjan Jonasson; Sven Sigurdsson; Hordur Freyr Yngvason; Petur Orri Ragnarsson; Páll Melsted (ACM Trans. Math. Softw., 2020)