Lista de obras - Rasmus Bro - Dominio Público Uruguay

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

artículo científico publicado en 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

artículo científico publicado en 2007

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

artículo científico publicado en 2006

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

artículo científico publicado en 2022

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.

artículo científico publicado en 2010

ChroMATHography: solving chromatographic issues with mathematical models and intuitive graphics

artículo científico publicado en 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.

artículo científico publicado en 2007

Data fusion in metabolomic cancer diagnostics

artículo científico publicado en 2012

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

artículo científico publicado en 2014

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

artículo científico publicado en 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

artículo científico publicado en 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

artículo científico publicado en 2008

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

artículo científico publicado en 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

artículo científico publicado en 2007

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

artículo científico publicado en 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

artículo científico publicado en 2014

Forecasting Chronic Diseases Using Data Fusion

artículo científico publicado en 2017

Forecasting individual breast cancer risk using plasma metabolomics and biocontours

artículo científico publicado en 2015

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

artículo científico publicado en 2009

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

artículo científico publicado el 11 de agosto de 2011

Increasing process understanding by analyzing complex interactions in experimental data

artículo científico publicado en 2009

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

artículo científico publicado en 2014

Loopy MSC: a simple way to improve multiplicative scatter correction

artículo científico publicado en 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

artículo científico publicado en 2008

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

artículo científico publicado en 2015

Multivariate Autofluorescence of Intact Food Systems

artículo científico publicado en 2006

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

artículo científico publicado en 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

artículo científico publicado en 2007

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

artículo científico publicado en 2024

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

artículo científico publicado en 2008

New exploratory clustering tool

Non-negative mixtures

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

artículo científico publicado en 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

artículo científico publicado en 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

artículo científico publicado en 2008

PowerSlicing

artículo científico publicado en 2003

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

artículo científico publicado en 2004

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.

artículo científico publicado en 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

artículo científico publicado en 2013

Structure-revealing data fusion.

artículo científico publicado en 2014

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

artículo científico publicado en 2002

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

article

Tucker core consistency for validation of restricted Tucker3 models.

artículo científico publicado en 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.

artículo científico publicado en 2007

Lista de obras de 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

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

A comparison of algorithms for fitting the PARAFAC model

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

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

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

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

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

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

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

Automated alignment of chromatographic data

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

Chemometric Analysis of Organic Matter Fluorescence

Chemometric quality control of chromatographic purity.

ChroMATHography: solving chromatographic issues with mathematical models and intuitive graphics

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

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

Common and distinct components in data fusion

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.

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

Data fusion in metabolomic cancer diagnostics

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

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

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

Dioxin screening in fish product by pattern recognition of biomarkers

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

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

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

Dissolved Organic Matter Characterization Using Multiway Spectral Decomposition of Fluorescence Landscapes

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

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

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

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

Forecasting Chronic Diseases Using Data Fusion

Forecasting individual breast cancer risk using plasma metabolomics and biocontours

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

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

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

Increasing process understanding by analyzing complex interactions in experimental data

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

Loopy MSC: a simple way to improve multiplicative scatter correction

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

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

Multivariate Autofluorescence of Intact Food Systems

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

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

Multiway analysis of epilepsy tensors

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

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

New exploratory clustering tool

Non-negative mixtures

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

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

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

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

PowerSlicing

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

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

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

Prediction of skin quality properties by different Multivariate Image Analysis methodologies

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