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Multiblock Data Fusion in Statistics and Machine Learning: Applications in the Natural and Life Sciences

1, 2022

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Multiblock Data Fusion in Statistics and Machine Learning

2022

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Prediction of wine sensory properties using mid-infrared spectra of Cabernet Sauvignon and Chardonnay grape berries and wines

Food chemistry, 2021-05, Vol.344, p.128634-128634, Article 128634

2021

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Suitability of FTIR to distinguish pure cultures of problematic mould species from closely related species in the meat industry

Journal of applied microbiology, 2021-11, Vol.131 (5), p.2308-2316

2021

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Towards on-line prediction of dry matter content in whole unpeeled potatoes using near-infrared spectroscopy

Talanta (Oxford), 2015-10, Vol.143, p.138-144

2015

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Comparison of the digestion of caseins and whey proteins in equine, bovine, caprine and human milks by human gastrointestinal enzymes

Dairy science & technology, 2010-09, Vol.90 (5), p.549-563

2010

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Extraction of photoluminescence with Pearson correlation coefficient from images of field-installed photovoltaic modules

Journal of applied physics, 2023-06, Vol.133 (21)

2023

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Mitochondrial oxygen consumption in permeabilized fibers and its link to colour changes in bovine M. semimembranosus muscle

Meat science, 2013-01, Vol.93 (1), p.128-137

2013

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Strain-level characterization of nonstarter lactic acid bacteria in Norvegia cheese by high-resolution melt analysis

Journal of dairy science, 2012-09, Vol.95 (9), p.4804-4812

2012

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Sequential and orthogonalized PLS (SO‐PLS) regression for path analysis: Order of blocks and relations between effects

Journal of chemometrics, 2021-10, Vol.35 (10), p.n/a

2021

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Crude Oil Density Prediction Improved by Multiblock Analysis of Fourier Transform Ion Cyclotron Resonance Mass Spectrometry, Fourier Transform Infrared, and Near-Infrared Spectroscopy Data

Applied spectroscopy, 2023-10, Vol.77 (10), p.1138-1152

2023

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Fast method for GA‐PLS with simultaneous feature selection and identification of optimal preprocessing technique for datasets with many observations

Journal of chemometrics, 2020-03, Vol.34 (3), p.n/a

2020

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Selection of principal variables through a modified Gram–Schmidt process with and without supervision

Journal of chemometrics, 2023-10, Vol.37 (10)

2023

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A comparison of two PLS‐based approaches to structural equation modeling

Journal of chemometrics, 2019-03, Vol.33 (3), p.n/a

2019

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Orders of magnitude speed increase in partial least squares feature selection with new simple indexing technique for very tall data sets

Journal of chemometrics, 2019-11, Vol.33 (11), p.n/a

2019

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Comparison of UV-C and Pulsed UV Light Treatments for Reduction of Salmonella, Listeria monocytogenes, and Enterohemorrhagic Escherichia coli on Eggs

Journal of food protection, 2018-01, Vol.81 (1), p.6-16

2018

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Feasibility of NIR interactance hyperspectral imaging for on-line measurement of crude composition in vacuum packed dry-cured ham slices

Meat science, 2013-10, Vol.95 (2), p.250-255

2013

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The use of Fourier‐transform infrared spectroscopy to characterize connective tissue components in skeletal muscle of Atlantic cod (Gadus morhua L.)

Journal of biophotonics, 2019-09, Vol.12 (9), p.e201800436-n/a

2019

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Domskommentar LB-2018-55099 (Saipem):Lite igjen av domstolenes prøvelsesrett ved intern prissetting

Skatterett, 2020-04, Vol.39 (1), p.49-61

2020

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Estimation of composition of quinoa (Chenopodium quinoa Willd.) grains by Near-Infrared Transmission spectroscopy

Food science & technology, 2017-06, Vol.79, p.126-134

2017

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micropan: an R-package for microbial pan-genomics

BMC bioinformatics, 2015-03, Vol.16 (1), p.79-79, Article 79

2015

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Designing a risk-based surveillance program for Mycobacterium avium ssp. paratuberculosis in Norwegian dairy herds using multivariate statistical process control analysis

Journal of dairy science, 2014-11, Vol.97 (11), p.6835-6849

2014

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602P Using scenarios to explain survival times – attitudes of women with gynaecological cancer

Annals of oncology, 2022-09, Vol.33, p.S821

2022

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62 End of life (EOL) care in gynecological cancer patients – a population-based study in oslo county, norway

International journal of gynecological cancer, 2019-09, Vol.29 (Suppl 3), p.A34-A34

2019

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When to stop futile treatment towards end of life in gynaecological cancer patients: a population-based study in oslo county, norway

International journal of gynecological cancer, 2019-11, Vol.29 (Suppl 4), p.A18-A18

2019

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Multiblock Data Fusion in Statistics and Machine Learning: Applications in the Natural and Life Sciences

Multiblock Data Fusion in Statistics and Machine Learning

Prediction of wine sensory properties using mid-infrared spectra of Cabernet Sauvignon and Chardonnay grape berries and wines

Suitability of FTIR to distinguish pure cultures of problematic mould species from closely related species in the meat industry

Towards on-line prediction of dry matter content in whole unpeeled potatoes using near-infrared spectroscopy

Comparison of the digestion of caseins and whey proteins in equine, bovine, caprine and human milks by human gastrointestinal enzymes

Extraction of photoluminescence with Pearson correlation coefficient from images of field-installed photovoltaic modules

Mitochondrial oxygen consumption in permeabilized fibers and its link to colour changes in bovine M. semimembranosus muscle

Strain-level characterization of nonstarter lactic acid bacteria in Norvegia cheese by high-resolution melt analysis

Sequential and orthogonalized PLS (SO‐PLS) regression for path analysis: Order of blocks and relations between effects

Crude Oil Density Prediction Improved by Multiblock Analysis of Fourier Transform Ion Cyclotron Resonance Mass Spectrometry, Fourier Transform Infrared, and Near-Infrared Spectroscopy Data

Fast method for GA‐PLS with simultaneous feature selection and identification of optimal preprocessing technique for datasets with many observations

Selection of principal variables through a modified Gram–Schmidt process with and without supervision

A comparison of two PLS‐based approaches to structural equation modeling

Orders of magnitude speed increase in partial least squares feature selection with new simple indexing technique for very tall data sets

Comparison of UV-C and Pulsed UV Light Treatments for Reduction of Salmonella, Listeria monocytogenes, and Enterohemorrhagic Escherichia coli on Eggs

Feasibility of NIR interactance hyperspectral imaging for on-line measurement of crude composition in vacuum packed dry-cured ham slices

The use of Fourier‐transform infrared spectroscopy to characterize connective tissue components in skeletal muscle of Atlantic cod (Gadus morhua L.)

Domskommentar LB-2018-55099 (Saipem):Lite igjen av domstolenes prøvelsesrett ved intern prissetting

Estimation of composition of quinoa (Chenopodium quinoa Willd.) grains by Near-Infrared Transmission spectroscopy

micropan: an R-package for microbial pan-genomics

Designing a risk-based surveillance program for Mycobacterium avium ssp. paratuberculosis in Norwegian dairy herds using multivariate statistical process control analysis

602P Using scenarios to explain survival times – attitudes of women with gynaecological cancer

62 End of life (EOL) care in gynecological cancer patients – a population-based study in oslo county, norway

When to stop futile treatment towards end of life in gynaecological cancer patients: a population-based study in oslo county, norway

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