Rasmus Bro

Rasmus Bro

Professor

Member of:


    1. 2023
    2. Published

      Calibration model fusion

      Halberg, Helene Fog Froriep, Holst, A. Y., Kaufmann, N. & Bro, Rasmus, 2023, In: Journal of Chemometrics. 37, 3, 8 p., e3350.

      Research output: Contribution to journalJournal articlepeer-review

    3. Published

      Classification of bloodstains deposited at different times on floor tiles using hierarchical modelling and a handheld NIR spectrometer

      Fonseca, A. C. S., Pereira, J. F. Q., Honorato, R. S., Bro, Rasmus & Pimentel, M. F., 2023, In: Analytical Methods. 15, 41, p. 5403–5556

      Research output: Contribution to journalJournal articlepeer-review

    4. Published

      Colorimetric pH indicators based on well-defined amylose and amylopectin matrices enriched with anthocyanins from red cabbage

      Faisal, Marwa, Bevilacqua, Marta, Bro, Rasmus, Nunes Bordallo, Heloisa, Kirkensgaard, Jacob Judas Kain, Hebelstrup, K. H. & Blennow, Andreas, 2023, In: International Journal of Biological Macromolecules. 250, 13 p., 126250.

      Research output: Contribution to journalJournal articlepeer-review

    5. Published

      Comparison of machine learning approaches for the classification of elution profiles

      Baccolo, G., Yu, H., Valsecchi, C., Ballabio, D. & Bro, Rasmus, 2023, In: Chemometrics and Intelligent Laboratory Systems. 243, 8 p., 105002.

      Research output: Contribution to journalJournal articlepeer-review

    6. Published

      Direct Measurement of Organic Micropollutants in Water and Wastewater Using Fluorescence Spectroscopy

      Paradina-Fernández, L., Wünsch, U., Bro, Rasmus & Murphy, K., 2023, In: ACS ES and T Water. 3, 12, p. 3905-3915

      Research output: Contribution to journalJournal articlepeer-review

    7. Published

      Excitation–Emission Matrix Fluorescence Spectroscopy Coupled with PARAFAC Modeling for Viability Prediction of Cells

      Głowacz, K., Skorupska, S., Grabowska-Jadach, I., Bro, Rasmus & Ciosek-Skibińska, P., 2023, In: ACS Omega. 8, 18, p. 15968-15978 11 p.

      Research output: Contribution to journalJournal articlepeer-review

    8. Published

      PARASIAS: A new method for analyzing higher-order tensors with shifting profiles

      Yu, H., Bro, Rasmus & Gallagher, N. B., 2023, In: Analytica Chimica Acta. 1238, 9 p., 339848.

      Research output: Contribution to journalJournal articlepeer-review

    9. Published

      Shift-invariant tri-linearity—A new model for resolving untargeted gas chromatography coupled mass spectrometry data

      Schneide, Paul-Albert, Bro, Rasmus & Gallagher, N. B., 2023, In: Journal of Chemometrics. 37, 8, 20 p., e3501.

      Research output: Contribution to journalJournal articlepeer-review

    10. Published

      Tensor decompositions: Principles and application to food sciences

      Cohen, J., Bro, Rasmus & Comon, P., 2023, Source Separation in Physical-Chemical Sensing. Jutten, C., Duarte, L. T. & Moussaoui, S. (eds.). Wiley, p. 255-323

      Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

    11. Published

      Why use component-based methods in sensory science?

      Næs, Tormod, Varela, P., Castura, J. C., Bro, Rasmus & Tomic, O., 2023, In: Food Quality and Preference. 112, 18 p., 105028.

      Research output: Contribution to journalJournal articlepeer-review

    12. 2022
    13. 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 journalJournal articlepeer-review

    14. 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 journalJournal articlepeer-review

    15. 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 journalJournal articlepeer-review

    16. 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 journalJournal articlepeer-review

    17. Published

      Automatic hierarchical model builder

      Marchi, L., Krylov, I., Roginski, R. T., Wise, B., Di Donato, F., Nieto-Ortega, S., Pereira, J. F. Q. & Bro, Rasmus, 2022, In: Journal of Chemometrics. 36, 12, 8 p., e3455.

      Research output: Contribution to journalJournal articlepeer-review

    18. Published

      Editorial

      Duponchel, L. & Bro, Rasmus, 2022, In: Journal of Chemometrics. 36, 2, 1 p., e3391.

      Research output: Contribution to journalEditorialpeer-review

    19. Published

      Hierarchical classification models and Handheld NIR spectrometer to human blood stains identification on different floor tiles

      Fonseca, A. C. S., Pereira, J. F. Q., Honorato, R. S., Bro, Rasmus & Pimentel, M. F., 2022, In: Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy. 267, 13 p., 120533.

      Research output: Contribution to journalJournal articlepeer-review

    20. Published

      Trusting our machines: validating machine learning models for single-molecule transport experiments

      Bro-Jørgensen, William, Hamill, Joseph Martin, Bro, Rasmus & Solomon, Gemma C., 2022, In: Chemical Society Reviews. 51, 16, p. 6875-6892

      Research output: Contribution to journalReviewpeer-review

    21. Published

      Using fluorescence excitation-emission matrices to predict bitterness and pungency of virgin olive oil: A feasibility study

      Quintanilla-Casas, B., Rinnan, Åsmund, Romero, A., Guardiola, F., Tres, A., Vichi, S. & Bro, Rasmus, 2022, In: Food Chemistry. 395, 7 p., 133602.

      Research output: Contribution to journalJournal articlepeer-review

    22. 2021
    23. 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 journalJournal articlepeer-review

    24. 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 journalJournal articlepeer-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 journalJournal articlepeer-review

    26. Published

      From untargeted chemical profiling to peak tables: A fully automated AI driven approach to untargeted GC-MS

      Baccolo, G., Quintanilla-Casas, B., Vichi, S., Augustijn, D. & Bro, Rasmus, 2021, In: TrAC - Trends in Analytical Chemistry. 145, 8 p., 116451.

      Research output: Contribution to journalReviewpeer-review

    27. Published

      Hierarchical method and hyperspectral images for classification of blood stains on colored and printed fabrics

      Pereira, J. F. Q., Pimentel, M. F., Honorato, R. S. & Bro, Rasmus, 2021, In: Chemometrics and Intelligent Laboratory Systems. 210, 11 p., 104253.

      Research output: Contribution to journalJournal articlepeer-review

    28. Published

      PARAFAC2 and local minima

      Yu, H. & Bro, Rasmus, 2021, In: Chemometrics and Intelligent Laboratory Systems. 219, 8 p., 104446.

      Research output: Contribution to journalJournal articlepeer-review

    29. Published

      Spider web biomonitoring: A cost-effective source apportionment approach for urban particulate matter

      van Laaten, N., von Tümpling, W., Merten, D., Bro, Rasmus, Schäfer, T. & Pirrung, M., 2021, In: Environmental Pollution. 286, 9 p., 117328.

      Research output: Contribution to journalJournal articlepeer-review

    30. Published

      Who is winning? A comparison of humans versus computers for calibration model building

      Rasmussen, Morten Arendt, Rinnan, Åsmund, Risum, Anne Bech & Bro, Rasmus, 2021, In: Journal of Chemometrics. 35, 12, 6 p., 3378.

      Research output: Contribution to journalJournal articlepeer-review

    31. 2020
    32. 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 conferenceConference abstract for conferenceResearchpeer-review

    33. Published

      Can We Trust Score Plots?

      Bevilacqua, Marta & Bro, Rasmus, 2020, In: Metabolites. 10, 7, 7 p., 278.

      Research output: Contribution to journalJournal articlepeer-review

    34. Published

      Cross-product penalized component analysis (X-CAN)

      Camacho, J., Acar, E., Rasmussen, Morten Arendt & Bro, Rasmus, 2020, In: Chemometrics and Intelligent Laboratory Systems. 203, 16 p., 104038.

      Research output: Contribution to journalJournal articlepeer-review

    35. Published

      Hvorfor multivariat dataanalyse

      Nørgaard, L., Engelsen, Søren Balling & Bro, Rasmus, 2020, In: Kjemi. 1, p. 20-22 2 p.

      Research output: Contribution to journalJournal article

    36. Published
    37. Published

      Multilinear Models, Iterative Methods

      Tomasi, Giorgio, Acar, E. & Bro, Rasmus, 2020, Comprehensive Chemometrics: Chemical and Biochemical Data Analysis. Brown, S., Tauler, R. & Walczak, B. (eds.). 2 ed. Elsevier, p. 267-304 38 p.

      Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

    38. Published

      Principal component analysis - den kemometriske arbejdshest

      Nørgaard, L., Engelsen, Søren Balling & Bro, Rasmus, 2020, In: Kjemi. 1, p. 23-25 3 p.

      Research output: Contribution to journalJournal article

    39. 2019
    40. Published

      Emerging patterns in the global distribution of dissolved organic matter fluorescence

      Wünsch, U. J., Bro, Rasmus, Stedmon, C. A., Wenig, P. & Murphy, K. R., 2019, In: Analytical Methods. 11, 7, p. 888-893

      Research output: Contribution to journalJournal articlepeer-review

    41. Published

      Fused adjacency matrices to enhance information extraction: the beer benchmark

      Cavallini, N., Savorani, F., Bro, Rasmus & Cocchi, M., 2019, In: Analytica Chimica Acta. 1061, p. 70-83

      Research output: Contribution to journalJournal articlepeer-review

    42. Published

      Modeling Food Fluorescence with PARAFAC

      Ackovic, L. L., Zekovic, I., Dramicanin, T., Bro, Rasmus & Dramicanin, M. D., 2019, Reviews in Fluorescence 2017. Geddes, C. D. (ed.). Springer, Vol. 2017. p. 161-197 (Reviews in Fluorescence).

      Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

    43. Published

      Multivariate interpretation of the urinary steroid profile and training-induced modifications: the case study of a Marathon runner

      Amante, E., Pruner, S., Alladio, E., Salomone, A., Vincenti, M. & Bro, Rasmus, 2019, In: Drug Testing and Analysis. 11, 10, p. 1556-1565 10 p.

      Research output: Contribution to journalJournal articlepeer-review

    44. Published

      Untargeted Metabolomic Profile for the Detection of Prostate Carcinoma - Preliminary Results from PARAFAC2 and PLS-DA Models

      Amante, E., Salomone, A., Alladio, E., Vincenti, M., Porpiglia, F. & Bro, Rasmus, 2019, In: Molecules. 24, 17, 10 p., 3063.

      Research output: Contribution to journalJournal articlepeer-review

    45. Published

      Using deep learning to evaluate peaks in chromatographic data

      Risum, Anne Bech & Bro, Rasmus, 2019, In: Talanta. 204, p. 255-260

      Research output: Contribution to journalJournal articlepeer-review

    46. 2018
    47. Published

      Chemometric Analysis of NMR Spectra

      Ebrahimi, Parvaneh, Viereck, Nanna, Bro, Rasmus & Engelsen, Søren Balling, 2018, Modern Magnetic Resonance. A. Webb, G. (ed.). 2. ed. ed. Springer, p. 1649-1668 20 p.

      Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

    48. Published

      Geometric search: A new approach for fitting PARAFAC2 models on GC-MS data

      Tian, K., Wu, L., Min, S. & Bro, Rasmus, 2018, In: Talanta. 185, p. 378-386 9 p.

      Research output: Contribution to journalJournal articlepeer-review

    49. Published

      Nonnegative PARAFAC2: a flexible coupling approach

      Cohen, J. E. & Bro, Rasmus, 2018, Latent Variable Analysis and Signal Separation: 14th International Conference, LVA/ICA 2018, Proceedings. Deville, Y., Gannot, S., Mason, R., Plumbley, M. D. & Ward, D. (eds.). Springer, p. 89-98 10 p. (Lecture notes in computer science, Vol. 10891).

      Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    50. 2017
    51. 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 journalJournal articlepeer-review

    52. Published

      Benchmarking support vector regression against partial least squares regression and artificial neural network: Effect of sample size on model performance

      Tange, R. I., Rasmussen, Morten Arendt, Taira, E. & Bro, Rasmus, 2017, In: Journal of Near Infrared Spectroscopy. 25, 6, p. 381-390 10 p.

      Research output: Contribution to journalJournal articlepeer-review

    53. Published

      Calibration, standardization, and quantitative analysis of multidimensional fluorescence (MDF) measurements on complex mixtures (IUPAC Technical Report)

      Ryder, A. G., Stedmon, C. A., Harrit, N. & Bro, Rasmus, 2017, In: Pure and Applied Chemistry. 89, 12, p. 1849-1870 22 p.

      Research output: Contribution to journalJournal articlepeer-review

    54. Published

      Common and distinct components in data fusion

      Smilde, A. K., Måge, I., Næs, T., Hankemeier, T., Lips, M. A., Kiers, H. A. L., Acar, E. & Bro, Rasmus, 2017, In: Journal of Chemometrics. 31, 7, 20 p., e2900.

      Research output: Contribution to journalJournal articlepeer-review

    55. Published

      Extension of SO-PLS to multi-way arrays: SO-N-PLS

      Biancolillo, A., Næs, Tormod, Bro, Rasmus & Måge, I., 2017, In: Chemometrics and Intelligent Laboratory Systems. 164, p. 113-126 14 p.

      Research output: Contribution to journalJournal articlepeer-review

    56. Published

      Forecasting Chronic Diseases Using Data Fusion

      Evrim, A. A., Gürdeniz, G., Savorani, F., Hansen, L., Olsen, A., Tjønneland, A., Dragsted, Lars Ove & Bro, Rasmus, 2017, In: Journal of Proteome Research. 16, p. 2435-2444 10 p.

      Research output: Contribution to journalJournal articlepeer-review

    57. Published

      Gas chromatography – mass spectrometry data processing made easy

      Johnsen, L. G., Skou, P. B., Khakimov, Bekzod & Bro, Rasmus, 2017, In: Journal of Chromatography A. 1503, p. 57-64 8 p.

      Research output: Contribution to journalJournal articlepeer-review

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    ID: 4226399