Navigasjon

  • Hopp til innhold
NTNU Hjemmeside

ntnu.no

  • Studier
    • Studieprogram
    • Søk opptak
    • Forkurs og oppfriskning
    • Videreutdanning og deltid
    • Studere på NTNU
  • Studentliv
    • Student i Gjøvik
    • Student i Trondheim
    • Student i Ålesund
    • Derfor velger vi NTNU
  • Forskning og innovasjon
    • Forskning
    • Innovasjon
    • Satsingsområder
    • Toppforskning
    • Ekspertlister
    • Ph.d.
  • Om NTNU
    • Fakulteter og institutter
    • Sentre
    • Bibliotek
    • Kart
    • Ledige stillinger
    • Arrangement
    • Nyheter
    • Kontakt oss
    • Om NTNU
  1. Hjem
  2. Ansatte

Språkvelger

English

Frank Ove Westad

Frank Ove Westad

Professor II

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

Publikasjoner

  • Kronologisk
  • Etter kategori
  • Se alle publikasjoner i Cristin

2023

  • Riis, Øivind; Stenvold, Andreas; Stene-Johansen, Helge; Westad, Frank. (2023) Multivariate Statistical Process Control and Classifi cation Applied on Prostate Cancer Screening. Journal of Biomedical Research & Environmental Sciences
    Vitenskapelig artikkel
  • Alshantti, Abdallah A S; Varagnolo, Damiano; Rasheed, Adil; Rahmati, Aria; Westad, Frank. (2023) CasTGAN: Cascaded Generative Adversarial Network for Realistic Tabular Data Synthesis. arXiv.org
    Vitenskapelig artikkel
  • Mathew, Anna; Hassan, Hafiz Wajahat; Korostynska, Olga; Westad, Frank; Mota-Silva, Eduarda; Menichetti, Luca. (2023) In Vivo Analysis of a Biodegradable Magnesium Alloy Implant in an Animal Model Using Near-Infrared Spectroscopy. Sensors
    Vitenskapelig artikkel
  • Mathew, Anna; Hassan, Hafiz Wajahat; Korostynska, Olga; Westad, Frank; Mota-Silva, Eduardo; Menichetti, Luca. (2023) In vivo analysis of biodegradable magnesium alloy implant in an animal model using near-infrared spectroscopy. Sensors
    Vitenskapelig artikkel

2022

  • Westad, Frank; Marini, Federico. (2022) Variable Selection and Redundancy in Multivariate Regression Models. Frontiers in Analytical Science
    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
  • 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
    Vitenskapelig artikkel
  • 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
    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
    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
    Vitenskapelig artikkel
  • Westad, Frank Ove; Gidskehaug, Lars; Miller, Charles E.. (2020) The best of two worlds. NIR news
    Vitenskapelig artikkel

2019

  • Zimmerleiter, Robert; Kager, Julian; Nikzad-Langerodi, Ramin; Berezhinskiy, Vladimir; Westad, Frank Ove; Herwig, Christoph. (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
    Vitenskapelig artikkel

2017

  • Eide, Ingvar; Westad, Frank; Nilssen, Ingunn; Sales de Freitas, Felipe; Gomes dos Santos, Natalia; Dos Santos, Francisco. (2017) Integrated environmental monitoring and multivariate data analysis—A case study. Integrated Environmental Assessment and Management
    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 (FNR)
    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
    Vitenskapelig artikkel

2006

  • Haugen, John-Erik; Chanie, Eric; Westad, Frank Ove; Jónsdóttir, R.; Bazzo, Sandrine; Labreche, Said. (2006) Rapid control of smoked Atlantic salmon (Salmo salar) quality by electronic nose: Correlation with classical evaluation methods. Sensors and actuators. B, Chemical
    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
    Vitenskapelig artikkel

2005

  • Olafsdottir, Gudrun; Chanie, Eric; Westad, Frank Ove; Jónsdóttir, Rosa; Thalmann, Claudia R.; Bazzo, Sandrine. (2005) Prediction of microbial and sensory quality of cold smoked Atlantic salmon (Salmo salar) by electronic nose. Journal of Food Science
    Vitenskapelig artikkel
  • Westad, Frank Ove. (2005) Independent component analysis and regression applied on sensory data. Journal of Chemometrics
    Vitenskapelig artikkel

2004

  • 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
    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
    Vitenskapelig artikkel
  • Westad, Frank Ove; Hersleth, Margrethe; Lea, Per. (2004) Strategies for consumer segmentation with appications on preference data. Food Quality and Preference
    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
    Vitenskapelig artikkel

2002

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

1991

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

Tidsskriftspublikasjoner

  • Riis, Øivind; Stenvold, Andreas; Stene-Johansen, Helge; Westad, Frank. (2023) Multivariate Statistical Process Control and Classifi cation Applied on Prostate Cancer Screening. Journal of Biomedical Research & Environmental Sciences
    Vitenskapelig artikkel
  • Alshantti, Abdallah A S; Varagnolo, Damiano; Rasheed, Adil; Rahmati, Aria; Westad, Frank. (2023) CasTGAN: Cascaded Generative Adversarial Network for Realistic Tabular Data Synthesis. arXiv.org
    Vitenskapelig artikkel
  • Mathew, Anna; Hassan, Hafiz Wajahat; Korostynska, Olga; Westad, Frank; Mota-Silva, Eduarda; Menichetti, Luca. (2023) In Vivo Analysis of a Biodegradable Magnesium Alloy Implant in an Animal Model Using Near-Infrared Spectroscopy. Sensors
    Vitenskapelig artikkel
  • Mathew, Anna; Hassan, Hafiz Wajahat; Korostynska, Olga; Westad, Frank; Mota-Silva, Eduardo; Menichetti, Luca. (2023) In vivo analysis of biodegradable magnesium alloy implant in an animal model using near-infrared spectroscopy. Sensors
    Vitenskapelig artikkel
  • Westad, Frank; Marini, Federico. (2022) Variable Selection and Redundancy in Multivariate Regression Models. Frontiers in Analytical Science
    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
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig oversiktsartikkel/review
  • 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
    Vitenskapelig artikkel
  • Westad, Frank Ove; Gidskehaug, Lars; Miller, Charles E.. (2020) The best of two worlds. NIR news
    Vitenskapelig artikkel
  • Zimmerleiter, Robert; Kager, Julian; Nikzad-Langerodi, Ramin; Berezhinskiy, Vladimir; Westad, Frank Ove; Herwig, Christoph. (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
    Vitenskapelig artikkel
  • Eide, Ingvar; Westad, Frank; Nilssen, Ingunn; Sales de Freitas, Felipe; Gomes dos Santos, Natalia; Dos Santos, Francisco. (2017) Integrated environmental monitoring and multivariate data analysis—A case study. Integrated Environmental Assessment and Management
    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 (FNR)
    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
    Vitenskapelig artikkel
  • Haugen, John-Erik; Chanie, Eric; Westad, Frank Ove; Jónsdóttir, R.; Bazzo, Sandrine; Labreche, Said. (2006) Rapid control of smoked Atlantic salmon (Salmo salar) quality by electronic nose: Correlation with classical evaluation methods. Sensors and actuators. B, Chemical
    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
    Vitenskapelig artikkel
  • Olafsdottir, Gudrun; Chanie, Eric; Westad, Frank Ove; Jónsdóttir, Rosa; Thalmann, Claudia R.; Bazzo, Sandrine. (2005) Prediction of microbial and sensory quality of cold smoked Atlantic salmon (Salmo salar) by electronic nose. Journal of Food Science
    Vitenskapelig artikkel
  • Westad, Frank Ove. (2005) Independent component analysis and regression applied on sensory data. Journal of Chemometrics
    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
    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
    Vitenskapelig artikkel
  • Westad, Frank Ove; Hersleth, Margrethe; Lea, Per. (2004) Strategies for consumer segmentation with appications on preference data. Food Quality and Preference
    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
    Vitenskapelig artikkel
  • Høy, Martin; Westad, Frank Ove; Martens, Harald. (2002) Combining bilinear modelling and ridge regression. Journal of Chemometrics
    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
    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
    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
    Vitenskapelig artikkel

Rapport

  • Aldrin, Magne; Volden, Rolf; Westad, Frank. (1991) Brukermanual for prognosesystem for ligningsutfallet. 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) Validation in multivariate regression methods. Technische Universität München Forelesning , München 2021-06-22 - 2021-06-22
  • Vitenskapelig foredrag
    Westad, Frank Ove. (2021) Multivariate regression methods . University of Management & Technology Forelesning , Lahore 2021-09-09 - 2021-09-09
  • Vitenskapelig foredrag
    Westad, Frank Ove. (2021) An introduction to multivariate analysis. University of Management & Technology Forelesning , Lahore 2021-09-02 - 2021-09-02

2019

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

2018

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

2017

  • Vitenskapelig foredrag
    Westad, Frank Ove. (2017) Multivariate approaches for batch modeling and monitoring . TUM Lehrstuhl für Datenverarbeitung Seminar , München 2017-11-14 - 2017-11-14
  • 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

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
NTNU kunnsap for en bedre verden
Studere
  • Studieprogram
  • Emner
  • Videreutdanning og deltid
  • Jobbmuligheter
  • Karriereutvikling
  • Studentaktiviteter
  • Studentblogger
  • Hvorfor velge NTNU
Kontakt
  • Kontakt oss
  • Finn ansatte
  • Skolebesøk og messer
  • Spør en ekspert
  • For alumni
  • Pressekontakter
Oppdag NTNU
  • Arrangement
  • Jobbe ved NTNU
  • Bilder og video
  • Nyheter
  • Kart
  • NTNU i Gjøvik
  • NTNU i Trondheim
  • NTNU i Ålesund
Om NTNU
  • Strategi
  • Forskning
  • Satsingsområder
  • Innovasjon
  • Utdanningskvalitet
  • Organisasjonskart
  • Om NTNU
Tjenester
  • For ansatte
  • For studenter
  • Blackboard
  • Innsida

Norges teknisk-naturvitenskapelige universitet

Bruk av informasjonskapsler
Tilgjengelighetserklæring
Personvern
Ansvarlig redaktør
Logg inn