Rasmus Bro
Professor
- 2024
- E-pub ahead of print
Interpretable Feature Learning in Multivariate Big Data Analysis for Network Monitoring
Camacho, J., Wasielewska, K., Bro, Rasmus & Kotz, D., 2024, (E-pub ahead of print) In: IEEE Transactions on Network and Service Management. 18 p.Research output: Contribution to journal › Journal article › Research › peer-review
- 2023
- 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 journal › Journal article › Research › peer-review
- 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. 5403–5556Research output: Contribution to journal › Journal article › Research › peer-review
- 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 journal › Journal article › Research › peer-review
- 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 journal › Journal article › Research › peer-review
- 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. 3905-3915Research output: Contribution to journal › Journal article › Research › peer-review
- 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 journal › Journal article › Research › peer-review
- 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 journal › Journal article › Research › peer-review
- 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 journal › Journal article › Research › peer-review
- 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. 255-323Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
- 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 journal › Journal article › Research › peer-review
- 2022
- 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
- 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
- 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. 1191-1222Research output: Contribution to journal › Journal article › Research › peer-review
- 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
- 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 journal › Journal article › Research › peer-review
- Published
Editorial
Duponchel, L. & Bro, Rasmus, 2022, In: Journal of Chemometrics. 36, 2, 1 p., e3391.Research output: Contribution to journal › Editorial › Research › peer-review
- 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 journal › Journal article › Research › peer-review
- Published
Trusting our machines: validating machine learning models for single-molecule transport experiments
Bro-Jørgensen, William Dilys, Hamill, Joseph Martin, Bro, Rasmus & Solomon, Gemma C., 2022, In: Chemical Society Reviews. 51, 16, p. 6875-6892Research output: Contribution to journal › Review › Research › peer-review
- 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 journal › Journal article › Research › peer-review
- 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
- 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 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
- 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
- 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
- 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
ID: 4226399
Most downloads
-
10180
downloads
Multi-way analysis in the food industry: models, algorithms, and applications
Research output: Book/Report › Ph.D. thesis › Research
Published -
2184
downloads
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
downloads
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