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  1. Hjem
  2. Ansatte

Språkvelger

English

Frank Ove Westad

Frank Ove Westad

Professor II
Institutt for teknisk kybernetikk

frank.westad@ntnu.no
95765125 Elektro D/B2, Gløshaugen
Publikasjoner Undervisning Formidling

Publikasjoner

  • Kronologisk
  • Etter kategori
  • Se alle publikasjoner i Cristin

2022

  • Torres Caceres, Veronica Alejandra; Duffaut, Kenneth; Westad, Frank Ove; Stovas, Alexey; Johansen, Yngve Bolstad; Jenssen, Arne Johannes Kaaijk. (2022) Automated Log Data Analytics Workflow - The Value of Data Access and Management to Reduced Turnaround Time for Log Analysis. Petrophysics. volum 63 (1).
    Vitenskapelig artikkel
  • Torres Caceres, Veronica Alejandra; Duffaut, Kenneth; Yazidi, Anis; Westad, Frank Ove; Johansen, Yngve Bolstad. (2022) Automated Well-Log Depth Matching - 1D Convolutional Neural Networks vs. Classic Cross Correlation. Petrophysics. volum 63 (1).
    Vitenskapelig artikkel
  • Torres Caceres, Veronica Alejandra; Duffaut, Kenneth; Yazidi, Anis; Westad, Frank Ove; Johansen, Yngve Bolstad. (2022) Automated well log depth matching: Late fusion multimodal deep learning. Geophysical Prospecting.
    Vitenskapelig artikkel
  • Westad, Frank; Marini, Federico. (2022) Variable Selection and Redundancy in Multivariate Regression Models. Frontiers in Analytical Science. volum 2.
    Vitenskapelig artikkel

2021

  • Westad, Frank Ove. (2021) A retrospective look at cross model validation and its applicability in vibrational spectroscopy. Spectrochimica Acta Part A - Molecular and Biomolecular Spectroscopy. volum 255.
    Vitenskapelig oversiktsartikkel/review

2020

  • Wander, Lukas; Vianello, Alvise; Vollertsen, Jes; Westad, Frank Ove; Braun, Ulrike; Paul, Andrea. (2020) Exploratory analysis of hyperspectral FTIR data obtained from environmental microplastics samples. Analytical Methods. volum 12 (6).
    Vitenskapelig artikkel
  • Westad, Frank Ove; Gidskehaug, Lars; Miller, Charles E.. (2020) The best of two worlds. NIR news. volum 31.
    Vitenskapelig artikkel

2019

  • Zimmerleiter, Robert; Kager, Julian; Nikzad-Langerodi, Ramin; Berezhinskiy, Vladimir; Westad, Frank Ove; Herwig, Christoph; Brandstetter, Markus. (2019) Probeless non-invasive near-infrared spectroscopic bioprocess monitoring using microspectrometer technology. Analytical and Bioanalytical Chemistry.
    Vitenskapelig artikkel

2018

  • Galindo-Prieto, Beatriz; Westad, Frank Ove. (2018) Classification in hyperspectral images by independent component analysis, segmented cross-validation and uncertainty estimates. Journal of Spectral Imaging. volum 7 (a4).
    Vitenskapelig artikkel

2017

  • Eide, Ingvar; Westad, Frank; Nilssen, Ingunn; Sales de Freitas, Felipe; Gomes dos Santos, Natalia; Dos Santos, Francisco; Cabral, Marcelo M.; Caruso Bicego, Marcia; Figueira, Rubens; Johnsen, Ståle. (2017) Integrated environmental monitoring and multivariate data analysis—A case study. Integrated Environmental Assessment and Management. volum 13 (2).
    Vitenskapelig artikkel

2010

  • Sivertsen, Hanne Kristine; Ueland, Øydis; Westad, Frank Ove. (2010) Development of satiating and palatable high-protein meat products by using experimental design in food technology. Food & Nutrition Research. volum 54.
    Vitenskapelig artikkel

2009

  • Sørheim, Oddvin; Westad, Frank Ove; Larsen, Hanne; Alvseike, Ole. (2009) Colour of ground beef as influenced by raw materials, addition of sodium chloride and low oxygen packaging. Meat Science. volum 81 (3).
    Vitenskapelig artikkel

2006

  • Haugen, John-Erik; Chanie, Eric; Westad, Frank Ove; Jónsdóttir, R.; Bazzo, Sandrine; Labreche, Said; Marcq, Pauline; Lundby, Frank; Olafsdottir, Gudrun. (2006) Rapid control of smoked Atlantic salmon (Salmo salar) quality by electronic nose: Correlation with classical evaluation methods. Sensors and actuators. B, Chemical. volum 116.
    Vitenskapelig artikkel
  • Lorho, G.; Westad, Frank Ove; Bro, Rasmus. (2006) Generalized correlation loadings: Extending correlation loadings to congruence and to multi-way models. Chemometrics and Intelligent Laboratory Systems. volum 84.
    Vitenskapelig artikkel

2005

  • Olafsdottir, Gudrun; Chanie, Eric; Westad, Frank Ove; Jónsdóttir, Rosa; Thalmann, Claudia R.; Bazzo, Sandrine; Labreche, Said; Marcq, Pauline; Lundby, Frank; Haugen, John-Erik. (2005) Prediction of microbial and sensory quality of cold smoked Atlantic salmon (Salmo salar) by electronic nose. Journal of Food Science. volum 70 (9).
    Vitenskapelig artikkel
  • Westad, Frank Ove. (2005) Independent component analysis and regression applied on sensory data. Journal of Chemometrics. volum 19 (3).
    Vitenskapelig artikkel

2004

  • Hildrum, Kjell Ivar; Narum, Bjørg; Westad, Frank Ove; Wahlgren, N. (2004) In-line analysis of ground beef using a diode array NIR instrument on a conveyer belt. Journal of Near Infrared Spectroscopy. volum 12.
    Vitenskapelig artikkel
  • Westad, Frank Ove; Hersleth, Margrethe; Lea, Per. (2004) Strategies for consumer segmentation with appications on preference data. Food Quality and Preference. volum 15 (07.aug).
    Vitenskapelig artikkel
  • Westad, Frank; Nilsen, Bjørg Narum; Wahlgren, Nils; Hildrum, Kjell Ivar. (2004) Removal of conveyor belt near infrared signals in in-line monitoring of proximal ground beef composition. Journal of Near Infrared Spectroscopy. volum 12.
    Vitenskapelig artikkel

2003

  • Westad, Frank; Hersleth, Margrethe; Lea, Per; Martens, Harald. (2003) Variable selection in PCA in sensory descriptive and consumer data. Food Quality and Preference. volum 14 (5-6).
    Vitenskapelig artikkel

2002

  • Høy, Martin; Westad, Frank Ove; Martens, Harald. (2002) Combining bilinear modelling and ridge regression. Journal of Chemometrics. volum 16.
    Vitenskapelig artikkel

2001

  • Martens, Harald; Høy, Martin; Westad, Frank Ove; Folkenberg, Ditte; Martens, Magni. (2001) Analysis of designed experiments by stabilised PLS Regression and jack-knifing. Chemometrics and Intelligent Laboratory Systems. volum 58 (2).
    Vitenskapelig artikkel
  • Wold, Jens Petter; Westad, Frank; Heia, Karsten. (2001) Detection of parasites in cod fillets by using SIMCA classification in multispectral images in the visible and NIR region. Applied Spectroscopy. volum 55 (8).
    Vitenskapelig artikkel

2000

  • Westad, Frank Ove; Martens, Harald. (2000) Variable selection in near infrared spectroscopy based on significance testing in partial least squares regression. Journal of Near Infrared Spectroscopy. volum 8 (2).
    Vitenskapelig artikkel

1991

  • Aldrin, Magne; Volden, Rolf; Westad, Frank. (1991) Brukermanual for prognosesystem for ligningsutfallet. 1991. NR-notat (STAT/10/91).
    Rapport

Vitenskapelige artikler

  • Torres Caceres, Veronica Alejandra; Duffaut, Kenneth; Westad, Frank Ove; Stovas, Alexey; Johansen, Yngve Bolstad; Jenssen, Arne Johannes Kaaijk. (2022) Automated Log Data Analytics Workflow - The Value of Data Access and Management to Reduced Turnaround Time for Log Analysis. Petrophysics. volum 63 (1).
    Vitenskapelig artikkel
  • Torres Caceres, Veronica Alejandra; Duffaut, Kenneth; Yazidi, Anis; Westad, Frank Ove; Johansen, Yngve Bolstad. (2022) Automated Well-Log Depth Matching - 1D Convolutional Neural Networks vs. Classic Cross Correlation. Petrophysics. volum 63 (1).
    Vitenskapelig artikkel
  • Torres Caceres, Veronica Alejandra; Duffaut, Kenneth; Yazidi, Anis; Westad, Frank Ove; Johansen, Yngve Bolstad. (2022) Automated well log depth matching: Late fusion multimodal deep learning. Geophysical Prospecting.
    Vitenskapelig artikkel
  • Westad, Frank; Marini, Federico. (2022) Variable Selection and Redundancy in Multivariate Regression Models. Frontiers in Analytical Science. volum 2.
    Vitenskapelig artikkel
  • Wander, Lukas; Vianello, Alvise; Vollertsen, Jes; Westad, Frank Ove; Braun, Ulrike; Paul, Andrea. (2020) Exploratory analysis of hyperspectral FTIR data obtained from environmental microplastics samples. Analytical Methods. volum 12 (6).
    Vitenskapelig artikkel
  • Westad, Frank Ove; Gidskehaug, Lars; Miller, Charles E.. (2020) The best of two worlds. NIR news. volum 31.
    Vitenskapelig artikkel
  • Zimmerleiter, Robert; Kager, Julian; Nikzad-Langerodi, Ramin; Berezhinskiy, Vladimir; Westad, Frank Ove; Herwig, Christoph; Brandstetter, Markus. (2019) Probeless non-invasive near-infrared spectroscopic bioprocess monitoring using microspectrometer technology. Analytical and Bioanalytical Chemistry.
    Vitenskapelig artikkel
  • Galindo-Prieto, Beatriz; Westad, Frank Ove. (2018) Classification in hyperspectral images by independent component analysis, segmented cross-validation and uncertainty estimates. Journal of Spectral Imaging. volum 7 (a4).
    Vitenskapelig artikkel
  • Eide, Ingvar; Westad, Frank; Nilssen, Ingunn; Sales de Freitas, Felipe; Gomes dos Santos, Natalia; Dos Santos, Francisco; Cabral, Marcelo M.; Caruso Bicego, Marcia; Figueira, Rubens; Johnsen, Ståle. (2017) Integrated environmental monitoring and multivariate data analysis—A case study. Integrated Environmental Assessment and Management. volum 13 (2).
    Vitenskapelig artikkel
  • Sivertsen, Hanne Kristine; Ueland, Øydis; Westad, Frank Ove. (2010) Development of satiating and palatable high-protein meat products by using experimental design in food technology. Food & Nutrition Research. volum 54.
    Vitenskapelig artikkel
  • Sørheim, Oddvin; Westad, Frank Ove; Larsen, Hanne; Alvseike, Ole. (2009) Colour of ground beef as influenced by raw materials, addition of sodium chloride and low oxygen packaging. Meat Science. volum 81 (3).
    Vitenskapelig artikkel
  • Haugen, John-Erik; Chanie, Eric; Westad, Frank Ove; Jónsdóttir, R.; Bazzo, Sandrine; Labreche, Said; Marcq, Pauline; Lundby, Frank; Olafsdottir, Gudrun. (2006) Rapid control of smoked Atlantic salmon (Salmo salar) quality by electronic nose: Correlation with classical evaluation methods. Sensors and actuators. B, Chemical. volum 116.
    Vitenskapelig artikkel
  • Lorho, G.; Westad, Frank Ove; Bro, Rasmus. (2006) Generalized correlation loadings: Extending correlation loadings to congruence and to multi-way models. Chemometrics and Intelligent Laboratory Systems. volum 84.
    Vitenskapelig artikkel
  • Olafsdottir, Gudrun; Chanie, Eric; Westad, Frank Ove; Jónsdóttir, Rosa; Thalmann, Claudia R.; Bazzo, Sandrine; Labreche, Said; Marcq, Pauline; Lundby, Frank; Haugen, John-Erik. (2005) Prediction of microbial and sensory quality of cold smoked Atlantic salmon (Salmo salar) by electronic nose. Journal of Food Science. volum 70 (9).
    Vitenskapelig artikkel
  • Westad, Frank Ove. (2005) Independent component analysis and regression applied on sensory data. Journal of Chemometrics. volum 19 (3).
    Vitenskapelig artikkel
  • Hildrum, Kjell Ivar; Narum, Bjørg; Westad, Frank Ove; Wahlgren, N. (2004) In-line analysis of ground beef using a diode array NIR instrument on a conveyer belt. Journal of Near Infrared Spectroscopy. volum 12.
    Vitenskapelig artikkel
  • Westad, Frank Ove; Hersleth, Margrethe; Lea, Per. (2004) Strategies for consumer segmentation with appications on preference data. Food Quality and Preference. volum 15 (07.aug).
    Vitenskapelig artikkel
  • Westad, Frank; Nilsen, Bjørg Narum; Wahlgren, Nils; Hildrum, Kjell Ivar. (2004) Removal of conveyor belt near infrared signals in in-line monitoring of proximal ground beef composition. Journal of Near Infrared Spectroscopy. volum 12.
    Vitenskapelig artikkel
  • Westad, Frank; Hersleth, Margrethe; Lea, Per; Martens, Harald. (2003) Variable selection in PCA in sensory descriptive and consumer data. Food Quality and Preference. volum 14 (5-6).
    Vitenskapelig artikkel
  • Høy, Martin; Westad, Frank Ove; Martens, Harald. (2002) Combining bilinear modelling and ridge regression. Journal of Chemometrics. volum 16.
    Vitenskapelig artikkel
  • Martens, Harald; Høy, Martin; Westad, Frank Ove; Folkenberg, Ditte; Martens, Magni. (2001) Analysis of designed experiments by stabilised PLS Regression and jack-knifing. Chemometrics and Intelligent Laboratory Systems. volum 58 (2).
    Vitenskapelig artikkel
  • Wold, Jens Petter; Westad, Frank; Heia, Karsten. (2001) Detection of parasites in cod fillets by using SIMCA classification in multispectral images in the visible and NIR region. Applied Spectroscopy. volum 55 (8).
    Vitenskapelig artikkel
  • Westad, Frank Ove; Martens, Harald. (2000) Variable selection in near infrared spectroscopy based on significance testing in partial least squares regression. Journal of Near Infrared Spectroscopy. volum 8 (2).
    Vitenskapelig artikkel

Tidsskriftspublikasjoner

  • Westad, Frank Ove. (2021) A retrospective look at cross model validation and its applicability in vibrational spectroscopy. Spectrochimica Acta Part A - Molecular and Biomolecular Spectroscopy. volum 255.
    Vitenskapelig oversiktsartikkel/review

Rapport

  • Aldrin, Magne; Volden, Rolf; Westad, Frank. (1991) Brukermanual for prognosesystem for ligningsutfallet. 1991. NR-notat (STAT/10/91).
    Rapport

Undervisning

Emner

  • TK8117 - Multivariat dataanalyse - videregående emner
  • TTK4260 - Multivariat dataanalyse og maskinlæring

Formidling

2021

  • Vitenskapelig foredrag
    Westad, Frank Ove. (2021) An introduction to multivariate analysis. Forelesning . University of Management & Technology; Lahore. 2021-09-02 - 2021-09-02.
  • Vitenskapelig foredrag
    Westad, Frank Ove. (2021) Multivariate regression methods. Forelesning . University of Management & Technology; Lahore. 2021-09-09 - 2021-09-09.
  • Vitenskapelig foredrag
    Westad, Frank Ove. (2021) Validation in multivariate regression methods. Forelesning . Technische Universität München; München. 2021-06-22 - 2021-06-22.

2019

  • Vitenskapelig foredrag
    Westad, Frank Ove. (2019) Cluster analysis, classification and discrimination. Gjesteforelesning . TUM München, Fakultät für Elektrotechnik; München. 2019-07-09 - 2019-07-09.
  • Vitenskapelig foredrag
    Westad, Frank Ove. (2019) Model Validation and feature selection in multivariate models. Gjesteforelesning . TUM München, Fakultät für Elektrotechnik; München. 2019-07-08 - 2019-07-08.

2018

  • Vitenskapelig foredrag
    Westad, Frank Ove. (2018) Batch Modellierung. Gjesteforelesning ved Universität Innsbruck . Prof. Christian Huck, Institut für Analytische Chemie; Innsbruck. 2018-01-11 - 2018-01-11.
  • Vitenskapelig foredrag
    Westad, Frank Ove. (2018) Cross Model Validation in multivariate regression models. Gjesteforelesning ved Technische Universïtät München . Prof. Klaus Diepold, Lehrstuhl für Datenverarbeitung; München. 2018-06-12 - 2018-06-12.
  • Vitenskapelig foredrag
    Westad, Frank Ove. (2018) L-PLS Regression – Theorie und Anwendungen. Seminar ved Technische Universität München . Prof. Klaus Diepold, Lehrstuhl für Datenverarbeitung; München. 2018-06-11 - 2018-06-11.
  • Populærvitenskapelig foredrag
    Westad, Frank Ove. (2018) PAT and MVDA in Pharmaceutical Development. Technology Innovation and Science Forum . F. Hoffmann-La Roche; Basel. 2018-06-06 - 2018-06-06.

2017

  • Poster
    Giskehaug, Lars; Afseth, Nils Kristian; Westad, Frank. (2017) Multi-Block Analysis of NIR and Raman Spectra of Oils. ICNIRS 2017 ; Copenhagen. 2017-06-11 - 2017-06-15.
  • Vitenskapelig foredrag
    Westad, Frank Ove. (2017) Multivariate approaches for batch modeling and monitoring. Seminar . TUM Lehrstuhl für Datenverarbeitung; München. 2017-11-14 - 2017-11-14.

2005

  • Faglig foredrag
    Tomic, Oliver; Westad, Frank Ove. (2005) Analysis of consumer preference data and sensory profiling data. CAMO European User Meeting on Multivariate Data Analysis 2005 ; Frankfurt. 2005-04-28 - 2005-04-29.
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