Combined Procrustes analysis and PLSR for internal and external mapping of data from multiple sources. - Garmt Dijksterhuis; Harald Martens; Magni Martens (Comput. Stat. Data Anal., 2005)

Regression of a data matrix on descriptors of both its rows and of its columns via latent variables: L-PLSR. - Harald Martens; Endre Anderssen; Arnar Flatberg; Lars Halvor Gidskehaug; Martin Høy; Frank Westad; Anette Thybo; Magni Martens (Comput. Stat. Data Anal., 2005)

The genotype-phenotype relationship in multicellular pattern-generating models - the neglected role of pattern descriptors. - Harald Martens; Siren R. Veflingstad; Erik Plahte; Magni Martens; Dominique Bertrand; Stig W. Omholt (BMC Syst. Biol., 2009)

A Partial Least Squares based algorithm for parsimonious variable selection. - Tahir Mehmood; Harald Martens; Solve Sæbø; Jonas Warringer; Lars Snipen (Algorithms Mol. Biol., 2011)

Mining for Genotype-Phenotype Relations in Saccharomyces using Partial Least Squares. - Tahir Mehmood; Harald Martens; Solve Saebo; Jonas Warringer; Lars Snipen (BMC Bioinform., 2011)

Hierarchical Cluster-based Partial Least Squares Regression (HC-PLSR) is an efficient tool for metamodelling of nonlinear dynamic models. - Kristin Tøndel; Ulf G. Indahl; Arne B. Gjuvsland; Jon Olav Vik; Peter J. Hunter; Stig W. Omholt; Harald Martens (BMC Syst. Biol., 2011)

Multi-way metamodelling facilitates insight into the complex input-output maps of nonlinear dynamic models. - Kristin Tøndel; Ulf G. Indahl; Arne B. Gjuvsland; Stig W. Omholt; Harald Martens (BMC Syst. Biol., 2012)

Estimating muscle activation patterns using a surrogate model of facial biomechanics. - Tim Wu 002; Harald Martens; Peter J. Hunter; Kumar Mithraratne (EMBC, 2013)

A computational pipeline for quantification of mouse myocardial stiffness parameters. - Øyvind Nordbø; Pablo Lamata; Sander Land; Steven A. Niederer; Jan M. Aronsen; William E. Louch; Ivar Sjaastad; Harald Martens; Arne B. Gjuvsland; Kristin Tøndel; Hans Torp; Maélène Lohezic; et al. (Comput. Biol. Medicine, 2014)

Frequency-based features for early cerebral palsy prediction. - Hodjat Rahmati; Harald Martens; Ole Morten Aamo; Øyvind Stavdahl; Ragnhild Støen; Lars Adde (EMBC, 2015)

150 Years of the Mass Action Law. - Eberhard O. Voit; Harald A. Martens; Stig W. Omholt (PLoS Comput. Biol., 2015)

Improvement of a Robotic Manipulator Model Based on Multivariate Residual Modeling. - Serge Gale; Hodjat Rahmati; Jan Tommy Gravdahl; Harald Martens (Frontiers Robotics AI, 2017)

Real-Time Predictive Condition Monitoring Using Multivariate Data. - Daniel Menges; Adil Rasheed; Harald Martens; Torbjørn Pedersen (IEEE Trans. Image Process., 2024)