Rasmus Bro
Professor
- 2014
- Published
Principal component analysis
Bro, Rasmus & Smilde, Age Klaas, 2014, In: Analytical Methods. 6, 9, p. 2812-2831 20 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Structure-revealing data fusion
Evrim, A. A., Papalexakis, E. E., Gürdeniz, G., Rasmussen, Morten Arendt, Lawaetz, A. J., Nilsson, L. M. & Bro, Rasmus, 2014, In: BMC Bioinformatics. 15, 17 p., 239.Research output: Contribution to journal › Journal article › Research › peer-review
- 2015
- 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
- Published
Data fusion in metabolomics using coupled matrix and tensor factorizations
Evrim, A. A., Bro, Rasmus & Smilde, Age Klaas, 2015, In: Proceedings of the IEEE. 103, 9, p. 1602-1620 19 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Development of dietary patterns spanning infancy and toddlerhood: Relation to body size, composition and metabolic risk markers at three years
Andersen, L. B. B., Mølgaard, Christian, sqk887, sqk887, Trolle, E., Michaelsen, Kim F., Bro, Rasmus & Pipper, C. B., 2015, In: AIMS Public Health. 2, 3, p. 332-357 26 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Direct, simultaneous quantification of fructooligosaccharides by FT-MIR ATR spectroscopy and chemometrics for rapid identification of superior, engineered β-fructofuranosidases
Trollope, K. M., Volschenk, H., Görgens, J. F., Bro, Rasmus & Nieuwoudt, H. H., 2015, In: Analytical and Bioanalytical Chemistry. 407, 6, p. 1661-1671 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Experienced and inexperienced observers achieved relatively high within-observer agreement on video mobility scoring of dairy cows
Garcia, E., König, K., Allesen-Holm, Bodil Helene, Klaas, I. C., Amigo Rubio, J. M., Bro, Rasmus & Enevoldsen, C., 2015, In: Journal of Dairy Science. 98, 7, p. 4560-4571 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Fluorescence spectroscopy coupled with PARAFAC and PLS DA for characterization and classification of honey
Lenhardt, L., Bro, Rasmus, Zekovic, I., Dramicanin, T. & Dramicanin, M. D. .., 2015, In: Food Chemistry. 175, p. 284–291 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Forecasting individual breast cancer risk using plasma metabolomics and biocontours
Bro, Rasmus, Kamstrup-Nielsen, M. H., Engelsen, Søren Balling, Savorani, F., Rasmussen, Morten Arendt, Hansen, L., Olsen, A., Tjønneland, A. & Dragsted, Lars Ove, 2015, In: Metabolomics. 11, 5, p. 1376-1380 5 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Indicators of dietary patterns in Danish infants at 9 months of age
Andersen, L. B. B., Mølgaard, Christian, Michaelsen, Kim F., Carlsen, E. M., Bro, Rasmus & Pipper, C. B., 2015, In: Food & Nutrition Research. 59, 10 p., 27665.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Join Lundbeck in Lumsås
Mealy, M. J., Skovby, T., Dam-Johansen, K. & Bro, Rasmus, 2015, 6 p.Research output: Other contribution › Communication
- Published
Joint tensor factorization and outlying slab suppression with applications
Fu, X., Huang, K., Ma, W., Sidiropoulos, N. D. & Bro, Rasmus, 2015, In: IEEE Transactions on Signal Processing. 63, 23, p. 6315-6328 14 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Maternal obesity and offspring dietary patterns at 9 months of age
Andersen, L. B. B., Pipper, C. B., Trolle, E., Bro, Rasmus, Larnkjær, Anni, Carlsen, Eva Maria Meier, Mølgaard, Christian & Michaelsen, Kim F., 2015, In: European Journal of Clinical Nutrition. 69, 6, p. 668-675 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Multiscale entropy analysis of resting-state magnetoencephalogram with tensor factorisations in Alzheimer's disease
Escudero, J., Evrim, A. A., Fernández, A. & Bro, Rasmus, 2015, In: Brain Research Bulletin. 119, Part B, p. 136-144 9 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
PARAFAC models of fluorescence data with scattering: a comparative study
Elcoroaristizabal, S., Bro, Rasmus, Antonio García, J. & Alonso, L., 2015, In: Chemometrics and Intelligent Laboratory Systems. 142, p. 124–130 7 p.Research output: Contribution to journal › Journal article › Research › peer-review
- 2016
- Published
The effects of water and dairy drinks on dietary patterns in overweight adolescents
Andersen, L. B. B., Arnberg, K., Trolle, E., Michaelsen, Kim F., Bro, Rasmus, Pipper, C. B. & Mølgaard, Christian, 2016, In: International Journal of Food Sciences and Nutrition. 67, 3, p. 314-324 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Variable selection in multi-block regression
Biancolillo, A., Hovde Liland, K., Måge, I., Næs, Tormod & Bro, Rasmus, 2016, In: Chemometrics and Intelligent Laboratory Systems. 156, p. 89-101 13 p.Research output: Contribution to journal › Journal article › Research › peer-review
- 2017
- 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
- 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 journal › Journal article › Research › peer-review
- 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 journal › Journal article › Research › peer-review
- 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 journal › Journal article › Research › peer-review
- 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 journal › Journal article › Research › peer-review
- 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 journal › Journal article › Research › peer-review
- 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 journal › Journal article › Research › peer-review
- Published
PARADISe - a ground-breaking tool to treat complex GC-MS datasets
Bro, Rasmus, 2017, Flavour Science. Proceedings of the XV Weurman Flavour Research Symposium. Siegmund, B. & Leitner, E. (eds.). Graz, p. 421-426 6 p.Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
- Published
Recent chemometrics advances for foodomics
Bevilacqua, Marta, Bro, Rasmus, Marini, F., Rinnan, Åsmund, Rasmussen, Morten Arendt & Skov, T., 2017, In: Trends in Analytical Chemistry. 96, Special issue on Foodomics and Modern Food Analysis, p. 42-51 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Using PAT to accelerate the transition to continuous API manufacturing
de Gouveia, M. F. D. F., Rahbek, J. P., Mortensen, A. R., Pedersen, M. T., Felizardo, P. M., Bro, Rasmus & Mealy, M. J., 2017, In: Analytical and Bioanalytical Chemistry. 409, 3, p. 821-832 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
- 2018
- 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 proceeding › Book chapter › Research › peer-review
- 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 journal › Journal article › Research › peer-review
- 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 proceeding › Article in proceedings › Research › peer-review
- 2019
- 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. 888-893Research output: Contribution to journal › Journal article › Research › peer-review
- 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. 70-83Research output: Contribution to journal › Journal article › Research › peer-review
- 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 proceeding › Book chapter › Research › peer-review
- 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 journal › Journal article › Research › peer-review
- 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 journal › Journal article › Research › peer-review
- Published
Using deep learning to evaluate peaks in chromatographic data
Risum, Anne Bech & Bro, Rasmus, 2019, In: Talanta. 204, p. 255-260Research output: Contribution to journal › Journal article › Research › peer-review
- 2020
- 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
- Published
Can We Trust Score Plots?
Bevilacqua, Marta & Bro, Rasmus, 2020, In: Metabolites. 10, 7, 7 p., 278.Research output: Contribution to journal › Journal article › Research › peer-review
- 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 journal › Journal article › Research › peer-review
- Published
Hvorfor multivariat dataanalyse
Nørgaard, L., Engelsen, Søren Balling & Bro, Rasmus, 2020, In: Kjemi. 1, p. 20-22 2 p.Research output: Contribution to journal › Journal article › Communication
- Published
Laser-induced breakdown spectroscopy (LIBS) spectra interpretation and characterization using parallel factor analysis (PARAFAC): a new procedure for data and spectral interference processing fostering the waste electrical and electronic equipment (WEEE) recycling process
Castro, J. P., Pereira-Filho, E. R. & Bro, Rasmus, 2020, In: Journal of Analytical Atomic Spectrometry. 35, 6, p. 1115-1124Research output: Contribution to journal › Journal article › Research › peer-review
- 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 proceeding › Book chapter › Research › peer-review
- 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 journal › Journal article › Communication
- 2021
- 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
- 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
- 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
- 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 journal › Review › Research › peer-review
- 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 journal › Journal article › Research › peer-review
- Published
PARAFAC2 and local minima
Yu, H. & Bro, Rasmus, 2021, In: Chemometrics and Intelligent Laboratory Systems. 219, 8 p., 104446.Research output: Contribution to journal › Journal article › Research › peer-review
- 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 journal › Journal article › Research › peer-review
ID: 4226399
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10180
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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 -
1680
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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