Rasmus Bro
Professor
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A Metabolomic Approach to Beer Characterization
Cavallini, N., Savorani, F., Bro, Rasmus & Cocchi, M., 2021, In: Molecules. 26, 5, 15 p., 1472.Research output: Contribution to journal › Journal article › Research › peer-review
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A chemometric approach to the environmental problem of predicting toxicity in contaminated sediments
Alvarez-Guerra, M., Ballabio, D., Amigo Rubio, J. M., Viguri, J. R. & Bro, Rasmus, 2010, In: Journal of Chemometrics. 24, 7-8, p. 379-386 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
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A classification tool for N-way array based on SIMCA methodology
Durante, C., Bro, Rasmus & Cocchi, M., 2011, In: Chemometrics and Intelligent Laboratory Systems. 106, 1, p. 73-85 13 p.Research output: Contribution to journal › Journal article › Research › peer-review
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A comparison of a common approach to partial least squares-discriminant analysis and classical least squares in hyperspectral imaging
Amigo Rubio, J. M., Ravn, C., Gallagher, N. B. & Bro, Rasmus, 2009, In: Internation Journal of Pharmaceutics. 373, 1-2, p. 179-182 4 p.Research output: Contribution to journal › Journal article › Research › peer-review
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A comparison of algorithms for fitting the PARAFAC model
Tomasi, G. & Bro, Rasmus, 2006, In: Computational Statistics & Data Analysis. 50, 7, p. 1700-1734 35 p.Research output: Contribution to journal › Journal article › Research › peer-review
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A comparison of multiway regression and scaling methods
Gurden, S. P., Westerhuis, J. A., Bro, Rasmus & Smilde, A. K., 2001, In: Chemometrics and Intelligent Laboratory Systems. 59, p. 121-136 16 p.Research output: Contribution to journal › Journal article › Research › peer-review
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A critical look at cross validation of decomposition models
Svensson, V. T., Møller, S. F. & Bro, Rasmus, 2006. 1 p.Research output: Contribution to conference › Poster › Research
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A metabolomic investigation of splanchnic metabolism using ¹H NMR spectroscopy of bovine blood plasma
Bertram, H., Kristensen, N. B., Malmendal, A., Nielsen, N. C., Bro, Rasmus, Andersen, H. J. & Harmon, D. L., 2005, In: Analytica Chimica Acta. 536, p. 1-6 6 p.Research output: Contribution to journal › Journal article › Research › peer-review
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A modification of canonical variates analysis to handle highly collinear multivariate data
Nørgaard, L., Bro, Rasmus, Westad, F. & Engelsen, Søren Balling, 2007, In: Journal of Chemometrics. 20, 8-10, p. 425-435 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
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A new approach for modelling electronic nose data
Skov, T. & Bro, Rasmus, 2005, Abstracts. Levnedsmiddelcentret, p. 47 1 p.Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Research
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A new approach for modelling electronic nose data
Skov, T. & Bro, Rasmus, 2005. 1 p.Research output: Contribution to conference › Poster › Research
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A new approach for modelling sensor based data
Skov, T. & Bro, Rasmus, 2005, In: Sensors and Actuators B: Chemical. 106, 2, p. 719-729 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
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A new efficient method for determining the number af components in PARAFAC models
Bro, Rasmus & Kiers, H. A. L., 2003, In: Journal of Chemometrics. 17, p. 274-286 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
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A new principle for unique spectral decomposition of 2D NMR data: unique decomposition of 2D NMR data
Bro, Rasmus, Hansen, P. I., Viereck, Nanna, Dyrby, M., Pedersen, H. T. & Engelsen, Søren Balling, 2005, Magnetic resonance in food science: the multivariate challenge. Engelsen, S. B., Belton, P. S. & Jakobsen, H. J. (eds.). Royal Society of Chemistry, p. 195-203 9 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research
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A novel strategy for solving matrix effect in three-way data using parallel profiles with linear dependencies
Bahram, M. & Bro, Rasmus, 2007, In: Analytica Chimica Acta. 584, 2, p. 397-402 6 p.Research output: Contribution to journal › Journal article › Research › peer-review
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A phenomenological study of ripening of salted herring. Assessing homogeneity of data from different countries and laboratories
Bro, Rasmus, Hauch Nielsen, H., Stefánsson, G. & Skåra, T., 2002, In: Journal of Chemometrics. 16, 2, p. 81-88 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
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A tutorial on the lasso approach to sparse modeling
Rasmussen, Morten Arendt & Bro, Rasmus, 2012, In: Chemometrics and Intelligent Laboratory Systems. 119, p. 21-31 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
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A ¤fast least squares algorithm for separating trilinear mixtures
Bro, Rasmus, Sidiropoulos, N. D. & Giannakis, G. B., 1999. 3 p.Research output: Contribution to conference › Paper › Research
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A ¤fast non-negativity- constrained least squares algorithm
Bro, Rasmus & Jong, S. D., 1997, In: Journal of Chemometrics. 11, p. 393-401 9 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Accelerating PARAFAC2 algorithms for non-negative complex tensor decomposition
Yu, H., Augustijn, D. & Bro, Rasmus, 2021, In: Chemometrics and Intelligent Laboratory Systems. 214, 11 p., 104312.Research output: Contribution to journal › Journal article › Research › peer-review
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Accelerating jackknife resampling for the Canonical Polyadic Decomposition
Psarras, C., Karlsson, L., Bro, Rasmus & Bientinesi, P., 2022, In: Frontiers in Applied Mathematics and Statistics. 8, 11 p., 830270.Research output: Contribution to journal › Journal article › Research › peer-review
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Active photosensitizers in butter detected by fluorescence spectroscopy and multivariate curve resolution
Wold, J. P., Bro, Rasmus, Veberg, A., Lundby, F., Nilsen, A. N. & Moan, J., 2006, In: Journal of Agricultural and Food Chemistry. 54, 26, p. 10197-10204 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Algorithm 1026: Concurrent Alternating Least Squares for Multiple Simultaneous Canonical Polyadic Decompositions
Psarras, C., Karlsson, L., Bro, Rasmus & Bientinesi, P., 2022, In: ACM Transactions on Mathematical Software. 48, 3, 20 p., 34.Research output: Contribution to journal › Journal article › Research › peer-review
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Algorithm for finding an interpretable simple neural network solution using PLS
Bro, Rasmus, 1 Jan 1995, In: Journal of Chemometrics. 9, 5, p. 423-430 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
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All sparse PCA models are wrong, but some are useful: Part II: Limitations and problems of deflation
Camacho, J., Smilde, A. K., Saccenti, E., Westerhuis, J. A. & Bro, Rasmus, 2021, In: Chemometrics and Intelligent Laboratory Systems. 208, 11 p., 104212.Research output: Contribution to journal › Journal article › Research › peer-review
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All-at-once Nesterov-like Extrapolated PARAFAC2-ALS: A Fast And Robust Complex Tensor Decomposition Algorithm for Analyzing GC-MS Data
Yu, H. & Bro, Rasmus, 2020, p. 173-174.Research output: Contribution to conference › Conference abstract for conference › Research › peer-review
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Alt det gode ved at bruge mange variable
Bro, Rasmus, Engelsen, Søren Balling & Nørgaard, L., 2011, In: Dansk Kemi. 92, 10, p. 28-29 2 p.Research output: Contribution to journal › Journal article › Research
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Alt det gode ved at bruge mange variable
Bro, Rasmus, Engelsen, Søren Balling & Nørgaard, L., 2011, In: Dansk Kemi. 92, 9, p. 32-33 2 p.Research output: Contribution to journal › Journal article › Research
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An AO-ADMM Approach to Constraining PARAFAC2 on All Modes
Roald, M., Schenker, C., Calhoun, V. D., Adali, T., Bro, Rasmus, Cohen, J. E. & Acar, E., 2022, In: SIAM Journal on Mathematics of Data Science. 4, 3, p. 1191-1222Research output: Contribution to journal › Journal article › Research › peer-review
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An automated method for baseline correction, peak finding and peak grouping in chromatographic data
Johnsen, L. G., Skov, T., Houlberg, U. & Bro, Rasmus, 2013, In: Analyst. 138, 12, p. 3502–3511 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
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An expert system for automated flavour matching - Prioritizer
Silva, B. S., Tøstesen, M., Petersen, Mikael Agerlin, Bäckman, A. C. & Bro, Rasmus, 2017, In: Flavour and Fragrance Journal. 32, 4, p. 286-293 7 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Analyse af blandinger med MCR
Amigo Rubio, J. M., Engelsen, Søren Balling, Bro, Rasmus & Nørgaard, L., 2011, In: Dansk Kemi. 92, 3, p. 30-31 2 p.Research output: Contribution to journal › Journal article › Research
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Analysis of lipoproteins using 2D diffusion-edited NMR spectroscopy and multi-way chemometrics
Dyrby, M., Petersen, M., Whittaker, A. K., Lambert, L., Nørgaard, L., Bro, Rasmus & Engelsen, Søren Balling, 2005, In: Analytica Chimica Acta. 531, 2, p. 209-216 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Analysis of sensory data of Aceto Balsamico Tradizionale di Modena (ABTM) of different ageing by application of PARAFAC models
Cocchi, M., Bro, Rasmus, Durante, C., Manzini, D., Marchetti, A., Saccani, F., Sighinolfi, S. & Ulrici, A., 2006, In: Food Quality and Preference. 17, 6, p. 419-428 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Anden-ordens kalibrering - et paradigme-skift i analytisk kemi
Bro, Rasmus, Engelsen, Søren Balling & Nørgaard, L., 2013, In: Dansk Kemi. 94, 5, p. 39-41 3 p.Research output: Contribution to journal › Journal article › Research
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Anden-ordens kalibrering i praksis
Bro, Rasmus, Engelsen, Søren Balling & Nørgaard, L., 2013, In: Dansk Kemi. 6-7, p. 26-27 2 p.Research output: Contribution to journal › Journal article › Research
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Anvendelse af Tucker-modellering i miljøovervågning
Bro, Rasmus, Engelsen, Søren Balling & Nørgaard, L., 2012, In: Dansk Kemi. 93, 9, p. 56-57 2 p.Research output: Contribution to journal › Journal article › Research
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Application of N-PLS to gas chromatographic and sensory data of traditional balsamic vinegars of modena
Durante, C., Cocchi, M., Grandi, M., Marchetti, A. & Bro, Rasmus, 2006, In: Chemometrics and Intelligent Laboratory Systems. 83, 1, p. 54-65 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Application of Rotated PCA Models to Facilitate Interpretation of Metabolite Profiles: Commercial Preparations of St. John's Wort
Lawaetz, A. J., Schmidt, B., Stærk, Dan, Jaroszewski, J. W. & Bro, Rasmus, 2009, In: Planta Medica.Research output: Contribution to journal › Journal article › Research › peer-review
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Application of fuzzy logic and near infrared spectroscopy for malt quality evaluation
Nielsen, J. P., Bro, Rasmus, Larsen, J. & Munck af Rosenschøld, Lars M, 2002, In: Journal of the Institute of Brewing. 108, 4, p. 444-451 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Application of multi-way analysis to 2D NMR data
Pedersen, H. T., Dyrby, M., Engelsen, Søren Balling & Bro, Rasmus, 2006, In: Annual Reports on NMR Spectroscopy. 59, p. 207-233 27 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Application of rotated PCA models to facilitate interpretation of metabolite profiles: commercial preparations of St. John's wort
Lawaetz, A. J., Schmidt, B., Stærk, Dan, Jaroszewski, J. W. & Bro, Rasmus, 2009, In: Planta Medica. 75, 3, p. 271-279 9 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Application of support vector regression for simultaneous modelling of near infrared spectra from multiple process steps
Tange, R. I., Rasmussen, Morten Arendt, Taira, E. & Bro, Rasmus, 2015, In: Journal of Near Infrared Spectroscopy. 23, 2, p. 75–84 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Arbejdshesten i multivariat kalibrering: Partial Least Squares
Nørgaard, L., Bro, Rasmus & Engelsen, Søren Balling, 2008, In: Dansk Kemi. 89, 11, p. 54-57 4 p.Research output: Contribution to journal › Journal article › Research
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Attempt to separate the fluorescence spectra of adrenaline and noradrenaline using chemometrics
Nikolajsen, R. P., Hansen, Åse Marie & Bro, Rasmus, 2000, In: Luminescence. 16, 2, p. 91-101 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Automated alignment of chromatographic data
Skov, T. H., van der Berg, Franciscus Winfried J, Tomasi, Giorgio & Bro, Rasmus, 2007, In: Journal of Chemometrics. 20, p. 484-497 14 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Automated preprocessing and analysis of chromatographic data
Skov, T. & Bro, Rasmus, 2007, Ikke angivet. Paakkunainen, M. & Reinikainen, S-P. (eds.). <Forlag uden navn>, 1 p.Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Research
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Automated resolution of overlapping peaks in chromatographic data
Johnsen, L. G., Amigo Rubio, J. M., Skov, T. & Bro, Rasmus, 2014, In: Journal of Chemometrics. 28, 2, p. 71-82 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Automatic and non-targeted analysis of the volatile profile of natural and alkalized cocoa powders using SBSE-GC-MS and chemometrics
Quelal-Vásconez, M. A., Macchioni, R., Livi, G., Pérez-Esteve, É., Lerma-García, M. J., Talens, P., Barat, J. M., Petersen, Mikael Agerlin & Bro, Rasmus, 2022, In: Food Chemistry. 389, 7 p., 133074.Research output: Contribution to journal › Journal article › Research › peer-review
ID: 4226399
Most downloads
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10179
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Multi-way analysis in the food industry: models, algorithms, and applications
Research output: Book/Report › Ph.D. thesis › Research
Published -
2184
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Detecção de claudicação – o reconhecimento de padrões em dados de sistema de ordenha robótica e os desafios em classificar o grau de claudicação
Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Research › peer-review
Published -
1679
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Application of rotated PCA models to facilitate interpretation of metabolite profiles: commercial preparations of St. John's wort
Research output: Contribution to journal › Journal article › Research › peer-review
Published