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List of works by Rasmus Bro

A chemometric approach to the environmental problem of predicting toxicity in contaminated sediments

A classification tool for N-way array based on SIMCA methodology

article published in 2011

A comparison of a common approach to partial least squares-discriminant analysis and classical least squares in hyperspectral imaging

scientific article published on 3 March 2009

A comparison of algorithms for fitting the PARAFAC model

article

A modification of canonical variates analysis to handle highly collinear multivariate data

article by Lars Nørgaard et al published August 2006 in Journal of Chemometrics

A novel strategy for solving matrix effect in three-way data using parallel profiles with linear dependencies

scientific article (publication date: 19 February 2007)

Active photosensitizers in butter detected by fluorescence spectroscopy and multivariate curve resolution

scientific article published in December 2006

Algorithm XXX: Concurrent Alternating Least Squares for multiple simultaneous Canonical Polyadic Decompositions

scientific article published on 29 April 2022

An automated method for baseline correction, peak finding and peak grouping in chromatographic data ⬇️

scientific article published on May 13, 2013

Analysis of lipoproteins using 2D diffusion-edited NMR spectroscopy and multi-way chemometrics

article published in 2005

Analysis of sensory data of Aceto Balsamico Tradizionale di Modena (ABTM) of different ageing by application of PARAFAC models

Application of Multi-Way Analysis to 2D NMR Data

article published in 2006

Application of N-PLS to gas chromatographic and sensory data of traditional balsamic vinegars of modena

Application of Support Vector Regression for Simultaneous Modelling of near Infrared Spectra from Multiple Process Steps

article published in 2015

Automated alignment of chromatographic data

article by Thomas Skov et al published November 2006 in Journal of Chemometrics

Automated resolution of overlapping peaks in chromatographic data

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

scholarly article by Rikke Ingemann Tange et al published 3 October 2017 in Journal of Near Infrared Spectroscopy

Chemometric Analysis of Organic Matter Fluorescence

article

Chemometric quality control of chromatographic purity.

scientific article published on 21 August 2010

ChroMATHography: solving chromatographic issues with mathematical models and intuitive graphics

scientific article published in August 2010

Classification of GC-MS measurements of wines by combining data dimension reduction and variable selection techniques

article by Davide Ballabio et al published August 2008 in Journal of Chemometrics

Classification of Membrane Permeability of Drug Candidates: A Methodological Investigation

Coclustering-a useful tool for chemometrics

Combining PARAFAC Analysis of HPLC-PDA Profiles and Structural Characterization Using HPLC-PDA-SPE-NMR-MS Experiments: Commercial Preparations of St. John's Wort

article

Common and distinct components in data fusion

scholarly article by Age K. Smilde et al published 31 May 2017 in Journal of Chemometrics

Comparison of PARAFAC2 and MCR-ALS for resolution of an analytical liquid dilution system

Core consistency diagnostic in PARAFAC2

Cross-validation of component models: a critical look at current methods.

scientific article published on 24 January 2008

DOUBLESLICING: a non-iterative single profile multi-exponential curve resolution procedure. Application to time-domain NMR transverse relaxation data.

scientific article

Data fusion in metabolomic cancer diagnostics

scientific article

Determination of the botanical origin of honey by front-face synchronous fluorescence spectroscopy

scientific article published in January 2014

Development of models for predicting toxicity from sediment chemistry by partial least squares-discriminant analysis and counter-propagation artificial neural networks

scientific article published on 13 September 2009

Diagnosing Latent Copper Deficiency in Intact Barley Leaves (Hordeum vulgare, L.) Using Near Infrared Spectroscopy

scientific article published on 11 November 2013

Dioxin screening in fish product by pattern recognition of biomarkers

scientific article published on 11 January 2007

Direct Measurement of Lipid Peroxidation in Oil-in-Water Emulsions Using Multiwavelength Derivative UV-Spectroscopy

Direct functional assessment of the composite phenotype through multivariate projection strategies

scientific article published on 13 September 2008

Direct, simultaneous quantification of fructooligosaccharides by FT-MIR ATR spectroscopy and chemometrics for rapid identification of superior, engineered β-fructofuranosidases.

scientific article published on 27 December 2014

Discriminating olive and non-olive oils using HPLC-CAD and chemometrics

scientific article published on 01 February 2011

Dissolved Organic Matter Characterization Using Multiway Spectral Decomposition of Fluorescence Landscapes

article

Exploratory study of winter wheat reflectance during vegetative growth using three‐mode component analysis

article

Finding relevant spectral regions between spectroscopic techniques by use of cross model validation and partial least squares regression

scientific article published on 16 February 2007

Flatbed scanners as a source of imaging. Brightness assessment and additives determination in a nickel electroplating bath.

scientific article published on 23 March 2011

Fluorescence spectroscopy and chemometrics for classification of breast cancer samples—a feasibility study using extended canonical variates analysis

Fluorescence spectroscopy and multi-way techniques. PARAFAC

Fluorescence spectroscopy coupled with PARAFAC and PLS DA for characterization and classification of honey

scientific article published on 04 December 2014

Forecasting Chronic Diseases Using Data Fusion

scientific article

Forecasting individual breast cancer risk using plasma metabolomics and biocontours

scientific article

From $K$-Means to Higher-Way Co-Clustering: Multilinear Decomposition With Sparse Latent Factors

Handling of Rayleigh and Raman scatter for PARAFAC modeling of fluorescence data using interpolation

article

Handling within run retention time shifts in two-dimensional chromatography data using shift correction and modeling

scientific article

Image analysis for maintenance of coating quality in nickel electroplating baths--real time control

scientific article published on August 11, 2011

Increasing process understanding by analyzing complex interactions in experimental data

scientific article

Lameness detection challenges in automated milking systems addressed with partial least squares discriminant analysis

scientific article published on 03 October 2014

Loopy MSC: a simple way to improve multiplicative scatter correction

scientific article published in October 2008

Modeling multi-way data with linearly dependent loadings

Multi-way analysis for investigation of industrial pectin using an analytical liquid dilution system

Multi-way models for sensory profiling data

Multi-way prediction in the presence of uncalibrated interferents

Multiblock variance partitioning: a new approach for comparing variation in multiple data blocks

scientific article

Multiscale entropy analysis of resting-state magnetoencephalogram with tensor factorisations in Alzheimer's disease

scientific article published on 14 May 2015

Multivariate Autofluorescence of Intact Food Systems

scientific article published on 01 June 2006

Multivariate evaluation of pharmacological responses in early clinical trials - a study of rIL-21 in the treatment of patients with metastatic melanoma.

scientific article published on April 2010

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

scientific article published on 24 July 2019

Multiway analysis of epilepsy tensors

scientific article

NMR-Onion - a transparent multi-model based 1D NMR deconvolution algorithm

scientific article published in September 2024

Near-infrared chemical imaging (NIR-CI) on pharmaceutical solid dosage forms-comparing common calibration approaches.

scientific article

New exploratory clustering tool

Non-negative mixtures

Olive oil quantification of edible vegetable oil blends using triacylglycerols chromatographic fingerprints and chemometric tools

scientific article published on 30 March 2011

OpenFluor– an online spectral library of auto-fluorescence by organic compounds in the environment

article

PARAFAC. Tutorial and applications

PARAFASCA: ASCA combined with PARAFAC for the analysis of metabolic fingerprinting data

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

scientific article published in 2022

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

scientific article published in January 2008

PowerSlicing

scientific article

PowerSlicing to determine fluorescence lifetimes of water-soluble organic matter derived from soils, plant biomass, and animal manures

article

Practical comparison of multivariate chemometric techniques for pattern recognition used in environmental monitoring

scholarly article by A. Gredilla et al published 2012 in Analytical Methods

Pre-whitening of data by covariance-weighted pre-processing

article by Harald Martens et al published March 2003 in Journal of Chemometrics

Prediction of skin quality properties by different Multivariate Image Analysis methodologies

Quantifying and handling errors in instrumental measurements using the measurement error theory

Rapid dioxin assessment in fish products by fatty acid pattern recognition

scientific article

Real-time monitoring and chemical profiling of a cultivation process

Review of Chemometrics Applied to Spectroscopy: 1985-95, Part 3 — Multi-way Analysis

article

Review on Multiway Analysis in Chemistry—2000–2005

article

Seizure recognition on epilepsy feature tensor.

scientific article published in January 2007

Solving GC-MS problems with PARAFAC2

Solving fundamental problems in chromatographic analysis

scientific article published on 01 January 2008

Structure-revealing data fusion model with applications in metabolomics

scientific article

Structure-revealing data fusion.

scientific article

Towards rapid and unique curve resolution of low-field NMR relaxation data: trilinear SLICING versus two-dimensional curve fitting

scientific article

Tracing dissolved organic matter in aquatic environments using a new approach to fluorescence spectroscopy

article

Tucker core consistency for validation of restricted Tucker3 models.

scientific article published on 24 February 2012

Understanding data fusion within the framework of coupled matrix and tensor factorizations

Vibrational overtone combination spectroscopy (VOCSY)-a new way of using IR and NIR data.

scientific article

Wheat flour formulation by mixture design and multivariate study of its technological properties

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