2024

• Westad, Frank; Flåten, Geir Rune. (2024) A retrospective view on non-linear methods in chemometrics, and future directions. Frontiers in Analytical Science
  Academic article
• Jordheim, Henrik; Stadtmann, Florian; Westad, Frank; Rasheed, Adil. (2024) Digital Twin Ready Encapsulated Thermal Lab: A Modular System for Remote Thermal Imaging and Condition Monitoring. SSRN Electronic Journal
  Academic article
• 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
  Academic article
• Alshantti, Abdallah A S; Rasheed, Adil; Westad, Frank. (2024) Privacy Re-Identification Attacks on Tabular GANs. Security and Privacy
  Academic article

2023

• 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)
  Academic chapter/article/Conference paper
• 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
  Academic article
• 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
  Academic article
• 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
  Academic article

2022

• 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
  Academic article
• 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
  Academic article
• 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
  Academic article
• Westad, Frank; Marini, Federico. (2022) Variable Selection and Redundancy in Multivariate Regression Models. Frontiers in Analytical Science
  Academic article

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
  Academic literature review

2020

• Westad, Frank Ove; Gidskehaug, Lars; Miller, Charles E.. (2020) The best of two worlds. NIR news
  Academic article
• 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
  Academic article

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
  Academic article

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
  Academic article

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
  Academic article

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)
  Academic article

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
  Academic article

2006

• 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
  Academic article
• 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
  Academic article

2005

• Westad, Frank Ove. (2005) Independent component analysis and regression applied on sensory data. Journal of Chemometrics
  Academic article
• 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
  Academic article

2004

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

2003

• Westad, Frank; Hersleth, Margrethe; Lea, Per; Martens, Harald. (2003) Variable selection in PCA in sensory descriptive and consumer data. Food Quality and Preference
  Academic article

2002

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

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
  Academic article
• 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
  Academic article

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
  Academic article

1991

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