Frank Westad
Publikasjoner
2024
-
Westad, Frank;
Flåten, Geir Rune.
(2024)
A retrospective view on non-linear methods in chemometrics, and future directions.
Frontiers in Analytical Science
Vitenskapelig artikkel
-
Alshantti, Abdallah A S;
Varagnolo, Damiano;
Rasheed, Adil;
Rahmati, Aria;
Westad, Frank.
(2024)
CasTGAN: Cascaded Generative Adversarial Network for Realistic Tabular Data Synthesis.
IEEE Access
Vitenskapelig artikkel
-
Alshantti, Abdallah A S;
Rasheed, Adil;
Westad, Frank.
(2024)
Privacy Re-Identification Attacks on Tabular GANs.
Security and Privacy
Vitenskapelig artikkel
2023
-
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, Eduardo;
Menichetti, Luca.
(2023)
In vivo analysis of biodegradable magnesium alloy implant in an animal model using near-infrared spectroscopy.
Sensors
Vitenskapelig artikkel
-
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
-
Westad, Frank;
Lodgaard, Lars;
Pedersen, Torbjørn.
(2023)
Data Pre-processing and Sensor-Fusion for Multivariate Statistical Process Control of an Extrusion Process.
Association for Computing Machinery (ACM)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2022
-
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
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
-
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
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
-
Westad, Frank Ove;
Gidskehaug, Lars;
Miller, Charles E..
(2020)
The best of two worlds.
NIR news
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
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
-
Westad, Frank Ove.
(2005)
Independent component analysis and regression applied on sensory data.
Journal of Chemometrics
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
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
-
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
-
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
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
-
Westad, Frank;
Flåten, Geir Rune.
(2024)
A retrospective view on non-linear methods in chemometrics, and future directions.
Frontiers in Analytical Science
Vitenskapelig artikkel
-
Alshantti, Abdallah A S;
Varagnolo, Damiano;
Rasheed, Adil;
Rahmati, Aria;
Westad, Frank.
(2024)
CasTGAN: Cascaded Generative Adversarial Network for Realistic Tabular Data Synthesis.
IEEE Access
Vitenskapelig artikkel
-
Alshantti, Abdallah A S;
Rasheed, Adil;
Westad, Frank.
(2024)
Privacy Re-Identification Attacks on Tabular GANs.
Security and Privacy
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, Eduardo;
Menichetti, Luca.
(2023)
In vivo analysis of biodegradable magnesium alloy implant in an animal model using near-infrared spectroscopy.
Sensors
Vitenskapelig artikkel
-
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
-
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
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
-
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
-
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
-
Westad, Frank Ove;
Gidskehaug, Lars;
Miller, Charles E..
(2020)
The best of two worlds.
NIR news
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
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
-
Westad, Frank Ove.
(2005)
Independent component analysis and regression applied on sensory data.
Journal of Chemometrics
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;
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
-
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
-
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
-
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
Del av bok/rapport
-
Westad, Frank;
Lodgaard, Lars;
Pedersen, Torbjørn.
(2023)
Data Pre-processing and Sensor-Fusion for Multivariate Statistical Process Control of an Extrusion Process.
Association for Computing Machinery (ACM)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Rapport
-
Aldrin, Magne;
Volden, Rolf;
Westad, Frank.
(1991)
Brukermanual for prognosesystem for ligningsutfallet.
NR-notat (STAT/10/91)
Rapport
Undervisning
Emner
Formidling
2023
-
Vitenskapelig foredragWestad, Frank; Pedersen, Torbjørn; Lodgaard, Lars. (2023) Data Pre-Processing and Sensor-Fusion for Multivariate Statistical Process Control of an Extrusion Process. ACM Workshop , San Francisco 2023-12-04 - 2023-12-04
2021
-
Vitenskapelig foredragWestad, Frank Ove. (2021) Validation in multivariate regression methods. Technische Universität München Forelesning , München 2021-06-22 - 2021-06-22
-
Vitenskapelig foredragWestad, Frank Ove. (2021) Multivariate regression methods . University of Management & Technology Forelesning , Lahore 2021-09-09 - 2021-09-09
-
Vitenskapelig foredragWestad, Frank Ove. (2021) An introduction to multivariate analysis. University of Management & Technology Forelesning , Lahore 2021-09-02 - 2021-09-02
2019
-
Vitenskapelig foredragWestad, Frank Ove. (2019) Cluster analysis, classification and discrimination. TUM München, Fakultät für Elektrotechnik Gjesteforelesning , München 2019-07-09 - 2019-07-09
-
Vitenskapelig foredragWestad, 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
-
Vitenskapelig foredragWestad, 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 foredragWestad, Frank Ove. (2018) Batch Modellierung. Prof. Christian Huck, Institut für Analytische Chemie Gjesteforelesning ved Universität Innsbruck , Innsbruck 2018-01-11 - 2018-01-11
-
Populærvitenskapelig foredragWestad, 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 foredragWestad, 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
2017
-
PosterGiskehaug, 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 foredragWestad, Frank Ove. (2017) Multivariate approaches for batch modeling and monitoring . TUM Lehrstuhl für Datenverarbeitung Seminar , München 2017-11-14 - 2017-11-14
2005
-
Faglig foredragTomic, 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