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Canonical partial least squares—a unified PLS approach to classification and regression problems

Ulf G. Indahl, Kristian Hovde Liland, Tormod Næs

Journal:

Journal of Chemometrics

Année:

2009

Langue:

english

Fichier:

PDF, 303 KB

english, 2009

Pixel classification methods for identifying and quantifying leaf surface injury from digital images

Kruse, Ole Mathis Opstad, Prats-Montalbán, José Manuel, Indahl, Ulf Geir, Kvaal, Knut, Ferrer, Alberto, Futsaether, Cecilia Marie

Journal:

Computers and Electronics in Agriculture

Année:

2014

Langue:

english

Fichier:

PDF, 2.44 MB

english, 2014

A unified description of classical classification methods for multicollinear data

Tormod Næs, Ulf Indahl

Journal:

Journal of Chemometrics

Année:

1998

Langue:

english

Fichier:

PDF, 217 KB

english, 1998

Crisp analogs of fuzzy sets

Ulf G. Indahl

Journal:

Fuzzy Sets and Systems

Année:

2000

Langue:

english

Fichier:

PDF, 97 KB

english, 2000

A method to detect inactive periods in animal movement using density-based clustering

Teimouri, Maryam, Indahl, Ulf Geir, Tveite, Håvard

Journal:

Applied Geography

Année:

2016

Langue:

english

Fichier:

PDF, 2.16 MB

english, 2016

Addressing overfitting on point cloud classification using Atrous XCRF

Arief, Hasan Asy’ari, Indahl, Ulf Geir, Strand, Geir-Harald, Tveite, Håvard

Journal:

ISPRS Journal of Photogrammetry and Remote Sensing

Année:

2019

Langue:

english

Fichier:

PDF, 7.57 MB

english, 2019

Evaluation of alternative spectral feature extraction methods of textural images for multivariate modelling

Ulf G. Indahl, Tormod Naes

Journal:

Journal of Chemometrics

Année:

1998

Langue:

english

Fichier:

PDF, 1.43 MB

english, 1998

From dummy regression to prior probabilities in PLS-DA

Ulf G. Indahl, Harald Martens, Tormod Næs

Journal:

Journal of Chemometrics

Année:

2007

Langue:

english

Fichier:

PDF, 316 KB

english, 2007

Powered partial least squares discriminant analysis

Kristian Hovde Liland, Ulf Geir Indahl

Journal:

Journal of Chemometrics

Année:

2009

Langue:

english

Fichier:

PDF, 976 KB

english, 2009

A variable selection strategy for supervised classification with continuous spectroscopic data

Ulf Indahl, Tormod Næs

Journal:

Journal of Chemometrics

Année:

2004

Langue:

english

Fichier:

PDF, 236 KB

english, 2004

A twist to partial least squares regression

Ulf Indahl

Journal:

Journal of Chemometrics

Année:

2005

Langue:

english

Fichier:

PDF, 457 KB

english, 2005

Modelling and quality assessment of spots in digital images — With application to DNA microarrays

Øystein Gjerstad, Ågot Aakra, Ulf Indahl

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

2009

Langue:

english

Fichier:

PDF, 1.10 MB

english, 2009

Probabilistically assisted spot segmentation — With application to DNA microarray images

Øystein Gjerstad, Ågot Aakra, Lars Snipen, Ulf Indahl

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

2009

Langue:

english

Fichier:

PDF, 611 KB

english, 2009

Variants of the genes encoding AQP4 and Kir4.1 are associated with subgroups of patients with temporal lobe epilepsy

Kjell Heuser, Erlend A. Nagelhus, Erik Taubøll, Ulf Indahl, Paul R. Berg, Sigbjørn Lien, Sigve Nakken, Leif Gjerstad, Ole Petter Ottersen

Journal:

Epilepsy Research

Année:

2010

Langue:

english

Fichier:

PDF, 1.00 MB

english, 2010

Software effort estimation by analogy and “regression toward the mean”

Magne Jørgensen, Ulf Indahl, Dag Sjøberg

Journal:

Journal of Systems and Software

Année:

2003

Langue:

english

Fichier:

PDF, 129 KB

english, 2003

Multivariate feature extraction from textural images of bread

Knut Kvaal, Jens Petter Wold, Ulf G. Indahl, Pernille Baardseth, Tormod Næs

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

1998

Langue:

english

Fichier:

PDF, 1.53 MB

english, 1998

Multivariate strategies for classification based on NIR-spectra—with application to mayonnaise

Ulf G. Indahl, Narinder S. Sahni, Bente Kirkhus, Tormod Næs

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

1999

Langue:

english

Fichier:

PDF, 246 KB

english, 1999

Laminar population analysis of multielectrode recordings from rat primary auditory cortex

Eivind S Norheim, Francois D Szymanski, Klas H Pettersen, Ulf G Indahl, Jan WH Schnupp, Gaute T Einevoll

Journal:

BMC Neuroscience

Année:

2011

Langue:

english

Fichier:

PDF, 103 KB

english, 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 Hunter, Stig W Omholt, Harald Martens

Journal:

BMC Systems Biology

Année:

2011

Langue:

english

Fichier:

PDF, 1.10 MB

english, 2011

Pixel-based analysis of multiple images for the identification of changes: A novel approach applied to unravel proteome patters of 2-D electrophoresis gel images

Ellen Mosleth Færgestad, Morten Rye, Beata Walczak, Lars Gidskehaug, Jens Petter Wold, Harald Grove, Xiaohong Jia, Kristin Hollung, Ulf G. Indahl, Frank Westad, Frans van den Berg, Harald Martens

Journal:

PROTEOMICS

Année:

2007

Langue:

english

Fichier:

PDF, 530 KB

english, 2007

Pixel-based analysis of multiple images for the identification of changes: A novel approach applied to unravel proteome patters of 2-D electrophoresis gel images

Ellen Mosleth Færgestad, Morten Rye, Beata Walczak, Lars Gidskehaug, Jens Petter Wold, Harald Grove, Xiaohong Jia, Kristin Hollung, Ulf G. Indahl, Frank Westad, Frans van den Berg, Harald Martens

Journal:

PROTEOMICS

Année:

2007

Fichier:

PDF, 94 KB

2007

Is the brain water channel aquaporin-4 a pathogenetic factor in idiopathic intracranial hypertension? Results from a combined clinical and genetic study in a Norwegian cohort

Emilia Kerty, Kjell Heuser, Ulf G. Indahl, Paul R. Berg, Sigve Nakken, Sigbjørn Lien, Stig W. Omholt, Ole P. Ottersen, Erlend A. Nagelhus

Journal:

Acta Ophthalmologica (Blackwell)

Année:

2012

Langue:

english

Fichier:

PDF, 276 KB

english, 2012

Temporal Lobe Epilepsy and Matrix Metalloproteinase 9: A tempting relation but negative genetic association

Kjell Heuser, Eystein Hellstrøm Hoddevik, Erik Taubøll, Leif Gjerstad, Ulf Indahl, Leszek Kaczmarek, Paul R. Berg, Sigbjørn Lien, Erlend A. Nagelhus, Ole Petter Ottersen

Journal:

Seizure

Année:

2010

Langue:

english

Fichier:

PDF, 114 KB

english, 2010

Detection of mechanically recovered meat and head meat from cattle in ground beef mixtures by multivariate analysis of isoelectric focusing protein profiles

Hans-Jacob Skarpeid, Rita Elin Moe, Ulf G Indahl

Journal:

Meat Science

Année:

2001

Langue:

english

Fichier:

PDF, 293 KB

english, 2001

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

Journal:

BMC Systems Biology

Année:

2012

Langue:

english

Fichier:

PDF, 1.17 MB

english, 2012

Classification of Dynamic Contrast Enhanced MR Images of Cervical Cancers Using Texture Analysis and Support Vector Machines

Torheim, Turid, Malinen, Eirik, Kvaal, Knut, Lyng, Heidi, Indahl, Ulf G., Andersen, Erlend K. F., Futsaether, Cecilia M.

Journal:

IEEE Transactions on Medical Imaging

Année:

2014

Langue:

english

Fichier:

PDF, 706 KB

english, 2014

Hierarchical multivariate regression-based sensitivity analysis reveals complex parameter interaction patterns in dynamic models

Tøndel, Kristin, Vik, Jon Olav, Martens, Harald, Indahl, Ulf G., Smith, Nicolas, Omholt, Stig W.

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

2013

Langue:

english

Fichier:

PDF, 1.77 MB

english, 2013

The geometry of PLS1 explained properly: 10 key notes on mathematical properties of and some alternative algorithmic approaches to PLS1 modelling

Indahl, Ulf G.

Journal:

Journal of Chemometrics

Année:

2014

Langue:

english

Fichier:

PDF, 2.42 MB

english, 2014

Combination of Statistical Approaches for Analysis of 2-DE Data Gives Complementary Results

Grove, Harald, Jørgensen, Bo M., Jessen, Flemming, Søndergaard, Ib, Jacobsen, Susanne, Hollung, Kristin, Indahl, Ulf, Færgestad, Ellen M.

Journal:

Journal of Proteome Research

Année:

2008

Langue:

english

Fichier:

PDF, 1.47 MB

english, 2008

Towards a complete identification of orthogonal variation in multiple regression from a PLS1 modeling point of view: including OPLS by a change of orthogonal basis

Indahl, Ulf G.

Journal:

Journal of Chemometrics

Année:

2014

Langue:

english

Fichier:

PDF, 1.71 MB

english, 2014

The Response of Enterococcus faecalis V583 to Chloramphenicol Treatment

Aakra, Ågot, Vebø, Heidi, Indahl, Ulf, Snipen, Lars, Gjerstad, Øystein, Lunde, Merete, Nes, Ingolf F.

Journal:

International Journal of Microbiology

Année:

2010

Langue:

english

Fichier:

PDF, 148 KB

english, 2010

Estimation of Thalamocortical and Intracortical Network Models from Joint Thalamic Single-Electrode and Cortical Laminar-Electrode Recordings in the Rat Barrel System

Blomquist, Patrick, Devor, Anna, Indahl, Ulf G., Ulbert, Istvan, Einevoll, Gaute T., Dale, Anders M., Friston, Karl J.

Journal:

PLoS Computational Biology

Année:

2009

Langue:

english

Fichier:

PDF, 1.47 MB

english, 2009

Meat speciation by near infrared reflectance spectroscopy on dry extract

Thyholt, Kari, Indahl, Ulf, Heildrum, Kjell, Ellekjær, Marit, Isaksson, Tomas

Journal:

Journal of Near Infrared Spectroscopy

Année:

1997

Langue:

english

Fichier:

PDF, 154 KB

english, 1997

ROSA-a fast extension of partial least squares regression for multiblock data analysis

Liland, Kristian Hovde, Naes, Tormod, Indahl, Ulf G.

Journal:

Journal of Chemometrics

Année:

2016

Langue:

english

Fichier:

PDF, 12.34 MB

english, 2016

Autodelineation of cervical cancers using multiparametric magnetic resonance imaging and machine learning

Torheim, Turid, Malinen, Eirik, Hole, Knut Håkon, Lund, Kjersti Vassmo, Indahl, Ulf G., Lyng, Heidi, Kvaal, Knut, Futsaether, Cecilia M.

Journal:

Acta Oncologica

Année:

2017

Langue:

english

Fichier:

PDF, 1.27 MB

english, 2017

The O-PLS methodology for orthogonal signal correction-is it correcting or confusing?

Indahl, Ulf G.

Journal:

Journal of Chemometrics

Année:

2017

Langue:

english

Fichier:

PDF, 866 KB

english, 2017

Fast and stable partial least squares modelling: A benchmark study with theoretical comments

Björck, Åke, Indahl, Ulf G.

Journal:

Journal of Chemometrics

Année:

2017

Langue:

english

Fichier:

PDF, 6.01 MB

english, 2017

A model to secure a stable iodine concentration in milk

Trøan, Gisken, Dahl, Lisbeth, Margrete Meltzer, Helle, Hope Abel, Marianne, Geir Indahl, Ulf, Haug, Anna, Prestløkken, Egil

Journal:

Food & Nutrition Research

Année:

2015

Langue:

english

Fichier:

PDF, 801 KB

english, 2015

Baseline and interferent correction by the Tikhonov regularization framework for linear least squares modeling

Skogholt, Joakim, Liland, Kristian Hovde, Indahl, Ulf Geir

Journal:

Journal of Chemometrics

Année:

2017

Langue:

english

Fichier:

PDF, 1.46 MB

english, 2017

Large-scale genomic prediction using singular value decomposition of the genotype matrix

Ødegård, Jørgen, Indahl, Ulf, Strandén, Ismo, Meuwissen, Theo H. E.

Journal:

Genetics Selection Evolution

Année:

2018

Langue:

english

Fichier:

PDF, 1.31 MB

english, 2018

Variable selection models for genomic selection using whole-genome sequence data and singular value decomposition

Meuwissen, Theo H. E., Indahl, Ulf G., Ødegård, Jørgen

Journal:

Genetics Selection Evolution

Année:

2017

Langue:

english

Fichier:

PDF, 1.18 MB

english, 2017

A similarity index for comparing coupled matrices

Indahl, Ulf G., Naes, Tormod, Liland, Kristian Hovde

Journal:

Journal of Chemometrics

Année:

2018

Langue:

english

Fichier:

PDF, 995 KB

english, 2018

Deriving Animal Movement Behaviors Using Movement Parameters Extracted from Location Data

Teimouri, Maryam, Indahl, Ulf, Sickel, Hanne, Tveite, Håvard

Journal:

ISPRS International Journal of Geo-Information

Année:

2018

Langue:

english

Fichier:

PDF, 2.54 MB

english, 2018

Land Cover Segmentation of Airborne LiDAR Data Using Stochastic Atrous Network

Arief, Hasan, Strand, Geir-Harald, Tveite, Håvard, Indahl, Ulf

Journal:

Remote Sensing

Année:

2018

Langue:

english

Fichier:

PDF, 13.74 MB

english, 2018

Preprocessing of spectral data in the extended multiplicative signal correction framework using multiple reference spectra

Skogholt, Joakim, Liland, Kristian Hovde, Indahl, Ulf Geir

Journal:

Journal of Raman Spectroscopy

Année:

2018

Langue:

english

Fichier:

PDF, 6.03 MB

english, 2018

Addressing overfitting on point cloud classification using Atrous XCRF

Arief, Hasan Asy’ari, Indahl, Ulf Geir, Strand, Geir-Harald, Tveite, Håvard

Journal:

ISPRS Journal of Photogrammetry and Remote Sensing

Année:

2019

Fichier:

PDF, 7.57 MB

2019

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

Stefansson, Petter, Indahl, Ulf G., Liland, Kristian H., Burud, Ingunn

Journal:

Journal of Chemometrics

Année:

2019

Langue:

english

Fichier:

PDF, 2.00 MB

english, 2019

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

Stefansson, Petter, Indahl, Ulf G., Liland, Kristian H., Burud, Ingunn

Journal:

Journal of Chemometrics

Année:

2019

Fichier:

PDF, 2.00 MB

2019

Much faster crossâvalidation in PLSRâmodelling by avoiding redundant calculations

Liland, Kristian Hovde, Stefansson, Petter, Indahl, Ulf Geir

Journal:

Journal of Chemometrics

Année:

2020

Fichier:

PDF, 1.11 MB

2020

SAnE: Smart Annotation and Evaluation Tools for Point Cloud Data

Arief, Hasan Asy'ari, Arief, Mansur, Zhang, Guilin, Liu, Zuxin, Bhat, Manoj, Indahl, Ulf Geir, Tveite, Havard, Zhao, Ding

Journal:

IEEE Access

Année:

2020

Fichier:

PDF, 1.91 MB

2020