Search Results - "Bro, Rasmus"

Data Fusion in Metabolomics Using Coupled Matrix and Tensor Factorizations by Acar, Evrim, Bro, Rasmus, Smilde, Age K.

“…With a goal of identifying biomarkers/patterns related to certain conditions or diseases, metabolomics focuses on the detection of chemical substances in…”
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A Metabolomic Approach to Beer Characterization by Cavallini, Nicola, Savorani, Francesco, Bro, Rasmus, Cocchi, Marina

“…The consumers' interest towards beer consumption has been on the rise during the past decade: new approaches and ingredients get tested, expanding the…”
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Can We Trust Score Plots? by Bevilacqua, Marta, Bro, Rasmus

“…In this paper, we discuss the validity of using score plots of component models such as partial least squares regression, especially when these models are used…”
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Parallel Factor Analysis of Excitation–Emission Matrix Fluorescence Spectra of Water Soluble Soil Organic Matter as Basis for the Determination of Conditional Metal Binding Parameters by Ohno, Tsutomu, Amirbahman, Aria, Bro, Rasmus

“…Organic matter−metal complexes in soil solution and aquatic systems are involved in important environmental and ecological processes such as plant nutrient…”
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Handling of Rayleigh and Raman scatter for PARAFAC modeling of fluorescence data using interpolation by Bahram, Morteza, Bro, Rasmus, Stedmon, Colin, Afkhami, Abbas

“…Fluorescence excitation‐emission matrix (EEM) measurements are useful in fields such as food science, analytical chemistry, biochemistry and environmental…”
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Dissolved Organic Matter Characterization Using Multiway Spectral Decomposition of Fluorescence Landscapes by Ohno, T, Bro, R

“…Dissolved organic matter (DOM) plays an important role in many soil ecosystem functions. Multidimensional fluorescence spectroscopy of DOM with parallel factor…”
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Extension of SO-PLS to multi-way arrays: SO-N-PLS by Biancolillo, Alessandra, Næs, Tormod, Bro, Rasmus, Måge, Ingrid

“…Multi-way data arrays are becoming more common in several fields of science. For instance, analytical instruments can sometimes collect signals at different…”
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EEMizer: Automated modeling of fluorescence EEM data by Bro, Rasmus, Vidal, Maider

“…For many years it has been known that PARAFAC offers a very attractive approach for modeling fluorescence excitation–emission matrices. Due to the uniqueness…”
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A comparison of algorithms for fitting the PARAFAC model by Tomasi, Giorgio, Bro, Rasmus

“…A multitude of algorithms have been developed to fit a trilinear PARAFAC model to a three-way array. Limits and advantages of some of the available methods…”
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Understanding data fusion within the framework of coupled matrix and tensor factorizations by Acar, Evrim, Rasmussen, Morten Arendt, Savorani, Francesco, Næs, Tormod, Bro, Rasmus

“…Recent technological advances enable us to collect huge amounts of data from multiple sources. Jointly analyzing such multi-relational data from different…”
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Multiway analysis of epilepsy tensors by Acar, Evrim, Aykut-Bingol, Canan, Bingol, Haluk, Bro, Rasmus, Yener, Bülent

“…Motivation: The success or failure of an epilepsy surgery depends greatly on the localization of epileptic focus (origin of a seizure). We address the problem…”
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Tracing dissolved organic matter in aquatic environments using a new approach to fluorescence spectroscopy by Stedmon, Colin A, Markager, Stiig, Bro, Rasmus

“…Dissolved organic matter (DOM) is a complex and poorly understood mixture of organic polymers that plays an influential role in aquatic ecosystems. In this…”
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Near-infrared chemical imaging (NIR-CI) on pharmaceutical solid dosage forms—Comparing common calibration approaches by Ravn, Carsten, Skibsted, Erik, Bro, Rasmus

“…Near-infrared chemical imaging (NIR-CI) is the fusion of near-infrared spectroscopy and image analysis. It can be used to visualize the spatial distribution of…”
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Benchmarking support vector regression against partial least squares regression and artificial neural network: Effect of sample size on model performance by Tange, Rikke Ingemann, Rasmussen, Morten Arendt, Taira, Eizo, Bro, Rasmus

“…It has become easy to obtain multivariate chemical data of high dimensions. However, it may be expensive or time consuming to obtain a large number of samples…”
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Automated alignment of chromatographic data by Skov, Thomas, van den Berg, Frans, Tomasi, Giorgio, Bro, Rasmus

“…This paper focuses on the practical aspects and implications of preprocessing chromatographic data to correct for undesirable time‐shifts. An approach to…”
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Untargeted Metabolomic Profile for the Detection of Prostate Carcinoma-Preliminary Results from PARAFAC2 and PLS-DA Models by Amante, Eleonora, Salomone, Alberto, Alladio, Eugenio, Vincenti, Marco, Porpiglia, Francesco, Bro, Rasmus

“…Prostate-specific antigen (PSA) is the main biomarker for the screening of prostate cancer (PCa), which has a high sensibility (higher than 80%) that is…”
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A new efficient method for determining the number of components in PARAFAC models by Bro, Rasmus, Kiers, Henk A. L.

“…A new diagnostic called the core consistency diagnostic (CORCONDIA) is suggested for determining the proper number of components for multiway models. It…”
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Accelerating Jackknife Resampling for the Canonical Polyadic Decomposition by Psarras, Christos, Karlsson, Lars, Bro, Rasmus, Bientinesi, Paolo

“…The Canonical Polyadic (CP) tensor decomposition is frequently used as a model in applications in a variety of different fields. Using jackknife resampling to…”
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Exploratory study of sugar production using fluorescence spectroscopy and multi-way analysis by Bro, Rasmus

“…This paper is concerned with the possibility of obtaining chemically meaningful models of complicated processes by the use of fluorescence spectroscopy…”
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Centering and scaling in component analysis by Bro, Rasmus, Smilde, Age K.

“…In this paper the purpose and use of centering and scaling are discussed in depth. The main focus is on two‐way bilinear data analysis, but the results can…”
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