Rasmus Bro

Rasmus Bro

Københavns Universitet

H-index: 84

Europe-Denmark

About Rasmus Bro

Rasmus Bro, With an exceptional h-index of 84 and a recent h-index of 50 (since 2020), a distinguished researcher at Københavns Universitet, specializes in the field of chemometrics, tensor analysis, multi-way analysis, machine learning, artificial intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Interpretable Feature Learning in Multivariate Big Data Analysis for Network Monitoring

Excitation–Emission Matrix Fluorescence Spectroscopy Coupled with PARAFAC Modeling for Viability Prediction of Cells

Tensor decompositions: principles and application to food sciences

Calibration model fusion

Why use component-based methods in sensory science?

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

Direct measurement of organic micropollutants in water and wastewater using fluorescence spectroscopy

Classification of bloodstains deposited at different times on floor tiles using hierarchical modelling and a handheld NIR spectrometer

Rasmus Bro Information

University

Position

Professor in chemometrics

Citations(all)

41633

Citations(since 2020)

15912

Cited By

32315

hIndex(all)

84

hIndex(since 2020)

50

i10Index(all)

223

i10Index(since 2020)

147

Email

University Profile Page

Københavns Universitet

Google Scholar

View Google Scholar Profile

Rasmus Bro Skills & Research Interests

chemometrics

tensor analysis

multi-way analysis

machine learning

artificial intelligence

Top articles of Rasmus Bro

Title

Journal

Author(s)

Publication Date

Interpretable Feature Learning in Multivariate Big Data Analysis for Network Monitoring

IEEE Transactions on Network and Service Management

José Camacho

Katarzyna Wasielewska

Rasmus Bro

David Kotz

2024/2/26

Excitation–Emission Matrix Fluorescence Spectroscopy Coupled with PARAFAC Modeling for Viability Prediction of Cells

Analytical methods

Andres D Campiglia

Mattew Rex

Arsenio Muñoz de la Peña

Hector C Goicoechea

2016

Tensor decompositions: principles and application to food sciences

Source Separation in Physical‐Chemical Sensing

Jérémy Cohen

Rasmus Bro

Pierre Comon

2023/12/11

Calibration model fusion

Journal of Chemometrics

Helene Fog Froriep Halberg

Anette Yde Holst

Niels Kaufmann

Rasmus Bro

2023/3

Why use component-based methods in sensory science?

Food Quality and Preference

Tormod Næs

Paula Varela

John C Castura

Rasmus Bro

Oliver Tomic

2023/12/1

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

Analytica Chimica Acta

Huiwen Yu

Rasmus Bro

Neal B Gallagher

2023/1/15

Direct measurement of organic micropollutants in water and wastewater using fluorescence spectroscopy

ACS ES&T Water

Lesly Paradina-Fernández

Urban Wünsch

Rasmus Bro

Kathleen Murphy

2023/11/15

Classification of bloodstains deposited at different times on floor tiles using hierarchical modelling and a handheld NIR spectrometer

Analytical Methods

Aline CS Fonseca

José FQ Pereira

Ricardo S Honorato

Rasmus Bro

Maria Fernanda Pimentel

2023

Colorimetric pH indicators based on well-defined amylose and amylopectin matrices enriched with anthocyanins from red cabbage

International Journal of Biological Macromolecules

Marwa Faisal

Marta Bevilacqua

Rasmus Bro

Heloisa N Bordallo

Jacob Judas Kain Kirkensgaard

...

2023/10/1

Tutorial on PARADISe: PARAFAC2-based Deconvolution and Identification System for processing GC–MS data

Protocol Exchange

Beatriz Quintanilla-Casas

Rasmus Bro

Jesper Løve Hinrich

Cleo L Davie-Martin

2023/1

Shift‐invariant tri‐linearity—A new model for resolving untargeted gas chromatography coupled mass spectrometry data

Journal of Chemometrics

Paul‐Albert Schneide

Rasmus Bro

Neal B Gallagher

2023/8

Comparison of machine learning approaches for the classification of elution profiles

Chemometrics and Intelligent Laboratory Systems

Giacomo Baccolo

Huiwen Yu

Cecile Valsecchi

Davide Ballabio

Rasmus Bro

2023/12/15

Hierarchical classification models and Handheld NIR spectrometer to human blood stains identification on different floor tiles

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy

Aline CS Fonseca

José FQ Pereira

Ricardo S Honorato

Rasmus Bro

Maria Fernanda Pimentel

2022/2/15

Automatic hierarchical model builder

Journal of Chemometrics

Lorenzo Marchi

Ivan Krylov

Robert T Roginski

Barry Wise

Francesca Di Donato

...

2022/12

rsc. li/chem-soc-rev

Ashanul Haque

Khalaf M Alenezi

Muhammad S Khan

Wai-Yeung Wong

Paul R Raithby

...

2023

Using fluorescence excitation-emission matrices to predict bitterness and pungency of virgin olive oil: A feasibility study

Food Chemistry

Beatriz Quintanilla-Casas

Åsmund Rinnan

Agustí Romero

Francesc Guardiola

Alba Tres

...

2022/11/30

Trusting our machines: validating machine learning models for single-molecule transport experiments

William Bro-Jørgensen

Joseph M Hamill

Rasmus Bro

Gemma C Solomon

2022

Automatic and non-targeted analysis of the volatile profile of natural and alkalized cocoa powders using SBSE-GC-MS and chemometrics

Food Chemistry

Maribel Alexandra Quelal-Vásconez

Riccardo Macchioni

Greta Livi

Édgar Pérez-Esteve

María Jesús Lerma-García

...

2022/9/30

An AO-ADMM approach to constraining PARAFAC2 on all modes

SIAM Journal on Mathematics of Data Science

Marie Roald

Carla Schenker

Vince D Calhoun

Tulay Adali

Rasmus Bro

...

2022

Algorithm 1026: Concurrent Alternating Least Squares for Multiple Simultaneous Canonical Polyadic Decompositions

ACM Transactions on Mathematical Software (TOMS)

Christos Psarras

Lars Karlsson

Rasmus Bro

Paolo Bientinesi

2022/9/10

See List of Professors in Rasmus Bro University(Københavns Universitet)

Co-Authors

H-index: 160
Georgios  B. Giannakis

Georgios B. Giannakis

University of Minnesota-Twin Cities

H-index: 74
Søren Balling Engelsen

Søren Balling Engelsen

Københavns Universitet

H-index: 71
Nikolaos Sidiropoulos

Nikolaos Sidiropoulos

University of Virginia

H-index: 65
Colin A. Stedmon

Colin A. Stedmon

Danmarks Tekniske Universitet

H-index: 47
Jose Manuel Amigo

Jose Manuel Amigo

Universidad del País Vasco

H-index: 44
Stiig Markager

Stiig Markager

Aarhus Universitet

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