Bakgrunn og aktiviteter
Harald Martens (1946) er professor II ved Institutt for teknisk kybernetikk. Han er medlem i gruppen for Cybernetics in Biomedicine. Martens er utdannet sivilingeniør og har en dr.techn grad i kjemometri og multivariat kalibrering fra NTNU. Se engelsk side for mer informasjon.
Vitenskapelig, faglig og kunstnerisk arbeid
Et utvalg av nyere tidsskriftspublikasjoner, kunstneriske produksjoner, bok, inklusiv bokdeler og rapport-del. Se alle publikasjoner i databasen
Tidsskriftspublikasjoner
- (2017) Multivariate data modelling for de-shadowing of airborne hyperspectral imaging. Journal of Spectral Imaging. vol. 6 (a2).
- (2017) Improvement of a Robotic Manipulator Model Based on Multivariate Residual Modeling. Frontiers in Robotics and AI. vol. 4.
- (2017) Genome-wide association mapping for milk fat composition and fine mapping of a QTL for de novo synthesis of milk fatty acids on bovine chromosome 13. Genetics Selection Evolution. vol. 49:20.
- (2017) On-The-Fly Processing of continuous high-dimensional data streams. Chemometrics and Intelligent Laboratory Systems. vol. 161.
- (2016) Frequency analysis and feature reduction method for prediction of cerebral palsy in young infants. IEEE transactions on neural systems and rehabilitation engineering. vol. 24 (11).
- (2015) High-Throughput Biochemical Fingerprinting of Saccharomyces cerevisiae by Fourier Transform Infrared Spectroscopy. PLoS ONE. vol. 10 (2).
- (2015) Quantitative Big Data: where chemometrics can contribute. Journal of Chemometrics. vol. 29 (11).
- (2015) 2D electrophoresis image segmentation within a pixel-based framework. Chemometrics and Intelligent Laboratory Systems. vol. 141.
- (2015) Frequency-based features for early cerebral palsy prediction. IEEE Engineering in Medicine and Biology Society. Conference Proceedings. vol. 2015-November.
- (2015) 150 Years of the Mass Action Law. PloS Computational Biology. vol. 11 (1).
- (2014) A computational pipeline for quantification of mouse myocardial stiffness parameters. Computers in Biology and Medicine. vol. 53.
- (2014) Global structure of sloppiness in a nonlinear model. Journal of Chemometrics. vol. 28 (8).
- (2014) Analyzing complex mathematical model behavior by partial least squares regression-based multivariate metamodeling. Wiley Interdisciplinary Reviews: Computational Statistics. vol. 6 (6).
- (2014) Emulating facial biomechanics using multivariate partial least squares surrogate models. International Journal for Numerical Methods in Biomedical Engineering. vol. 30 (11).
- (2013) Fourier transform infrared spectroscopy for high-throughput phenotyping of Saccharomyces cereviseae. Yeast. vol. 30.
- (2013) Hierarchical multivariate regression-based sensitivity analysis reveals complex parameter interaction patterns in dynamic models. Chemometrics and Intelligent Laboratory Systems. vol. 120.
- (2013) Comparison of Sparse and Jack-knife partial least squares regression methods for variable selection. Chemometrics and Intelligent Laboratory Systems. vol. 122.
- (2013) Distribution based truncation for variable selection in subspace methods for multivariate regression. Chemometrics and Intelligent Laboratory Systems. vol. 122.
- (2013) The costs of complex model optimization. Chemometrics and Intelligent Laboratory Systems. vol. 125.
- (2013) Estimation of Ion Competition via Correlated Responsivity Offset in Linear Ion Trap Mass Spectrometry Analysis: Theory and Practical Use in the Analysis of Cyanobacterial Hepatotoxin Microcystin-LR in Extracts of Food Additives. Biomedical research.