Rasmus Bro

Rasmus Bro

Professor

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    ORCID: 0000-0002-7641-4854

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    1. Published

      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

    2. Published

      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

    3. Published

      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

    4. Published

      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

    5. Published

      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

    6. Published

      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

    7. Published

      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

    8. Published

      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

    9. Published

      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

    10. Published

      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

    11. Published

      A new approach for modelling electronic nose data

      Skov, T. & Bro, Rasmus, 2005. 1 p.

      Research output: Contribution to conference › Poster › Research

    12. Published

      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

    13. Published

      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

    14. Published

      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

    15. Published

      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

    16. Published

      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

    17. Published

      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

    18. Published

      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

    19. Published

      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

    20. Published

      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

    21. Published

      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

    22. Published

      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

    23. Published

      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

    24. Published

      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

    25. Published

      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

    26. Published

      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

    27. Published

      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

    28. Published

      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

    29. Published

      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. 1191-1222

      Research output: Contribution to journal › Journal article › Research › peer-review

    30. Published

      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

    31. Published

      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

    32. Published

      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

    33. Published

      Analysis of chromatographic data: effect of proper preprocessing - peak alignment

      Skov, T., van der Berg, Franciscus Winfried J & Bro, Rasmus, 2006. 1 p.

      Research output: Contribution to conference › Poster › Research

    34. Published

      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

    35. Published

      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

    36. Published

      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

    37. Published

      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

    38. Published

      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

    39. Published

      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

    40. Published

      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

    41. Published

      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

    42. Published

      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

    43. Published

      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

    44. Published

      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

    45. Published

      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

    46. Published

      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

    47. Published

      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

    48. Published

      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

    49. Published

      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

    50. Published

      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

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    ID: 4226399