Curriculum
Vitae
Rasmus Bro
Born July 28, 1965
Dept. Food Science
Faculty of Science
University of Copenhagen
Rolighedsvej 30
1958 Frederiksberg
Denmark
P +45 3528 3296
E
rb.at.life.ku.dk
W www.models.life.ku.dk
Chemometrics
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Variable Selection
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2007-now Full
professor at
2013-2016
Professor Extraordinary at
2002-2006 Full
professor at the Royal Veterinary & Agricultural University
1999-2002 Research associate professor at the Royal Veterinary
& Agricultural University
1996-1999 Research assistant professor at the Royal Veterinary
& Agricultural University
1994-1996 Research assistant at the Royal Veterinary &
Agricultural University
June 2000
Two weeks stay as guest researcher at ENITTIA-INRA, Nantes, France, Prof. El
Mostafa Qannari
1997-1998 Six months stay as guest researcher at MATFORSK,
Norway, Ellen Færgestad & Prof. Tormod Næs
1995 Two
months stay at University of Amsterdam, The Netherlands, Prof. Age Smilde
Many M.Sc., Ph.D.,
Industrial and Academic courses including e-learning courses and short courses
at conferences and workshops (see examples at www.models.life.ku.dk, www.odin.life.ku.dk and www.life.ku.dk). Collaboration on research-based
teaching in Italy, USA and South Africa.
Recent short courses
Multi-way analysis, Copenhagen, PhD course, June 10-14, 2019, 23 participants
Variable selection, Univ. Copenhagen, May 23-24, 20 participants
Multi-way analysis, Technical University of Valencia, May 3, 15 participants
Basic chemometrics, ODIN, April 11-12, 2019, 14 participants
Basic chemometrics, ODIN, Nov 21-22, 2018, 11 participants
University of Granada, 5 days PhD course on multivariate data analysis, Nov 5-9, 2018, 19 participants
Eigenvector University Europe, Montpellier, France, Oct 1-5, 2018, 28 participants
ChemomeTRICKS, Halifax, Canada, CAC2018 pre-course, June 25, 2018, 6 participants
Multi-way analysis, Copenhagen, PhD course, June 4-8, 2018, 20 participants
PCA, Copenhagen School of Chemometrics, May 14-15, 2018, 40 participants
Basic chemometrics, ODIN, April 5-6, 2018, 10 participants
Basic chemometrics, ODIN, Nov 3, 2017, 10 participants
Chemometrics for food research - a three-day seminar, University of Ryukus, Japan, Oct 23-25, 2017
Eigenvector University Europe, Montpellier, France, Oct 16-20, 2017, 25 participants
Calibration, June 11, 2017, INCNIRS, Copenhagen, 60 participants
PCA, May 22-24, 2017, Copenhagen School of Chemometrics, 40 participants
Multi-way analysis, Copenhagen, PhD course, May 3-9, 2017, 8 participants
Bring your own data, EigenU, Seattle, April. 28, 2017, 10 participants
Variable selection, EigenU, Seattle, April. 27, 2017, 15 participants
Analyzing untargetted GCMS, EigenU, Seattle, April. 26, 2017, 14 participants
Multi-way analysis, April 10-12, 2017, Cancer Data Fusion, Federal University of Pernambuco, Recife, Brazil, 20 participants
Multi-way analysis, May 26-28, 2016, University of Modena, Italy, 8 participants
Multi-way analysis, May 9-13, 2016, Copenhagen School of Chemometrics, 30 participants
Bring Your Own Data, April 29, 2016, Eigenvector University, Seattle, 9 participants
Variable Selection, April 28, 2016, Eigenvector University, Seattle, 18 participants
Analysis of GC-MS data, April 27, 2016, Eigenvector University, Seattle, 12 participants
Basic Chemometrics, ODIN industrial course, Univ. Cph, 6 participants, Mar 2-3, 2016
Pitfalls in chemometrics, ODIN, Oct 20, 2015, 6 participants
Eigenvector University Europe, Foss, Hillerød, Oct 5-8, 2015, 7 participants
Multi-way analysis, Copenhagen, PhD course, Sept 7-25, 2015, 16 participants
Basic chemometrics, University of Namibia, Aug 3-4, 2015, 23 participants
Multi-way analysis, Copenhagen School of Chemometrics, June 25-26, 2015, 25 participants
Principal Component Analysis, ODIN, June 11, 2015, 15 participants
Principal Component Analysis, Copenhagen School of Chemometrics, June 8-9, 2015, 25 participants
Nonlinear data analysis, ODIN, Copenhagen, May 19 2015, 10 participants
Bring your own data, EigenU, Seattle, May. 15, 2015, 6 participants
Multi-way analysis, EigenU, Seattle, May. 12, 2015, 6 participants
Multi-way analysis,
Modena, University of Modena e Reggio Emilia, Nov. 23-24, 2015, 9 participants
Eigenvector University Europe, Foss, Hillerød, Nov 10-13, 2014, 18 participants
Multi-way analysis, Copenhagen, PhD course, Sept 8-26, 2014, 6 participants
Principal Component Analysis, June 25-26, 15 participants, Copenhagen School of Chemometrics
BYOD, EigenU, Seattle, May 2, 2014, 9 participants
Variable selection, EigenU, Seattle, Apr. 30, 2014, 10 participants
Modeling fluorescence spectroscopic data, EigenU, Seattle, Apr. 29, 2014, 8 participants
Multi-way analysis,
Modena, University of Modena e Reggio Emilia, Nov. 13-14, 2013, 7 participants
Multi-way analysis, ODIN course, Copenhagen, Oct 29-30, 2013, 8 participants
Linear Algebra for Chemometricians, EigenU,
Hillerød, Oct 14, 2013, 12 participants
MATLAB for Chemometricians, EigenU, Hillerød, Oct 14, 2013, 12 participants
Chemometrics I: Principal Components Analysis, EigenU,
Hillerød, Oct 15, 2013, 12 participants
Chemometrics II: Regression and Partial Least Squares, EigenU,
Hillerød, Oct 15, 2013, 12 participants
Advanced Preprocessing, EigenU, Hillerød,
Oct 16, 2013, 12 participants
Variable Selection, EigenU, Hillerød,
Oct 17, 2013, 12 participants
Common Mistakes in Chemometrics, EigenU, Hillerød, Oct 17, 2013, 12 participants
Multi-way analysis, Copenhagen, PhD course, Sept 9-27, 2013, 9 participants
Variable selection, I Escola de
Inverno de Quimiometria, São Carlos, Brazil, Aug 26, 2013, 49 participants
PARAFAC, I Escola de Inverno de
Quimiometria, São Carlos, Brazil, Aug 27, 2013, 49 participants
PARAFAC2, I Escola de Inverno de
Quimiometria, São Carlos, Brazil, Aug 28, 2013, 49 participants
Tips and tricks, I Escola de
Inverno de Quimiometria, São Carlos, Brazil, Aug 29, 2013, 49 participants
Variable Selection, SSC13, June 17, 2013, ~40 participants
BYOD, EigenU, Seattle, May 16, 2013, 8 participants
Variable selection, EigenU, Seattle, May 15, 2013, 14 participants
Mistakes in chemometrics, EigenU, Seattle, May 15, 2013, 14 participants
1st Multi-way/set/level/block school, Apr. 30-May 2, Rome, 28 participants
Multi-way analysis, Modena,
University of Modena e Reggio Emilia, Nov. 15-16, 2012, 5 participants
R. Bro, More advanced aspects of PCA and PLS: solving problems related to spectroscopic and chromatographic data. Institute for Wine Biotechnology, Stellenbosch University, 5 – 7 November 2012. 15 participants.
Beginning/Intermediate Chemometrics, Eigenvector University, Oct 22-25, 2012, 11 participants
Multi-way analysis, Copenhagen, PhD course, Sept 10-28, 2012, 26 participants
Multi-way Analysis, May 18, 2012, Eigenvector University, Seattle, 7 participants
Common Mistakes, May 17, 2012, Eigenvector University, Seattle, 24 participants
Variable selection, May 17, 2012, Eigenvector University, Seattle, 24 participants
Applied Chemometrics, Course given with Barry Wise at Saudi Aramco, Saudi Arabia, Feb 18-22, 2012, 8 participants
Basic/Intermediate Chemometrics, Course given with Barry Wise at Foss, Denmark, Oct 24-27, 2011, 13 participants
Multi-way analysis, Copenhagen, PhD course, Sept 5-23, 2011, 22 participants
Multi-way analysis, Seattle, May 19, 2011, 12 participants
Variable selection, Seattle, May 18, 2011, 24 participants
Common mistakes in chemometrics, Seattle, May 18, 2011, 24 participants
Introduction to PCA and PLS, EuroPACT 2011, Glasgow/UK, 26-29 April 2011, 12 participants
Advanced Chemometrics, ODIN industrial course, Univ. Cph, 6 participants, Apr. 5-6, 2011
Theory and application of multi-way analysis, 9th Iranian Workshop on Chemometrics, Zanjan, Iran, Nov. 2011, 50 participants
Multi-way analysis, EigenU, Seattle, May 21, 2010, 11 participants
Variable selection, EigenU, Seattle, May 20, 2010, 16 participants
Chemometric pitfalls, EigenU, Seattle, May 19, 2010, 25 participants
Advanced Chemometrics Intensive Workshop, Denmark, March 23-24, 2010, 5 participants
Multi-way analysis, Modena, University of Modena e Reggio Emilia, March 17, 2010, 8 participants
An introduction to chemometrics, Denmark, Nov. 18, 2009, 5 participants
PARAFAC and chromatography, Denmark, Oct 21, 2009, 6 participants
Multi-way analysis, Loen, Norway, SSC11, June 8, 2009, 11 participants
Common mistakes in chemometrics, variable selection and multi-way analysis, Seattle, May 20-22, 2009, 20 participants
Advanced Chemometrics, ODIN industrial course, Univ. Cph, 19 participants, Mar 25-27, 2009
Multi-way analysis, PhD course, Univ. Cph, 17 January 2009, participants
Variable Selection, SACS Symposium, Dec. 1, 2008, Stellenbosch University, South Africa, 32 participants
Multi-way Analysis, SACS Symposium, Dec. 1, 2008, Stellenbosch University, South Africa, 34 participants
Chemometrics in Rome,
27-29/10/08, Rome, I, 22 participants
Advanced chemometrics, June 4, 2008, Unilever, Colworth, UK, 15 participants
Variable selection, May 8,
2007, Eigenvector University, Seattle, 10 participants
Multi-way analysis, May 7, 2007, Eigenvector University, Seattle, 14
participants
How not to do PLS, ISPE PAT CoP, Malmø, April 24,
2008
Basic chemometrics, EuroPACT, April 22, 13
participants, 2008
Teaching at NMR spectroscopy, PHARMA, April 4, 2008
Multi-way analysis in environmental analysis, Life, IGV, 29/2/08
Multi-way analysis, University of Modena e Reggio Emilia, 11/2/08, 15
participants
Multi-way Analysis, PhD course, 14/1-1/2/08, 16 participants
PCA & PLS, 3-4/12, 2007, UNSW, Sydney, 36 participants
Variable selection, 5/12, 2007, UNSW, Sydney, 34 participants
Multi-way analysis, 6-7/12, 2007, UNSW, Sydney, 32 participants
40. Daniel Høj, An Evaluation of Ambiguity in Multivariate Curve Resolution, BSc, June, 2019
39. Greta Livi, A new approach for the alignment of chromatographic profiles in GC-MS analysis, May 2019.
38. Silvia Cottafava, Development of PAT tools in pharmaceutical production, Nov 2018
37. Tjark Andersen, Vigo meets process analytical technology: optimizing the crowdsourced last mile delivery of groceries, Sept 2018
36. Casper Dueholm Mikkelsen, Classification of proteins by infrared and energy dispersive Xray spectrometry, June 2018
35. Helena da Silva Friis, Beer profiling: A new approach for understanding the complexity of beer, May 2016
20. Lotte Bøge Sørensen, Process Analytical Technology in the Food and Pharmaceutical Industries, Sept. 2009
12. Rimmy Michan, 2005, Correction of interfering fluorescence in time-resolved Raman Spectroscopy
9. Michael Frankling Jørgensen, 2003, Variation in water in cheese
(sampling and multivariate analysis)
8. Nils Lastein, 2002, Analysis of Water Pools in Cod using Slicing/PARAFAC
Supervision PhD
Rita Monforte
Mohammed Alaoui
Huiwen Yu
Giacomo Baccolo
Prior PhD students
27. Nicola Cavallini, New tools for exploratory analysis fusing information from different sources, Mar 29, 2019
26. Francisca Folque Gouveia. Chemometrics and Process Analytical Technology, Mar 23, 2018
25. Thomaz Edson Veloso Da Silva, Educometrics: From Theory To Application, Dec 7, 2017
24. Alessandra Biancolillo, Method development in the area of multi-block analysis focused on food analysis, Nov 18, 2016
23. Emanuel Garcia, Cowmoometrics - Lameness Detection Studies in Dairy Cows, June 10, 2015
22. Louise Beltoft Borup Andersen, Dietary Patterns in Childhood. Relation to Growth, Obesity & Parental Characteristics. Oct. 31, 2014
17. Lea Giørtz Johnsen, Processing of Chromatographic signal - how to separate the wheat from the chaff, Mar 4, 2013
16. Gözde Gurdeniz, Data Handling Strategies in Nutritional Metabolomics – illustrated using metabolic states and trans-fat exposures, Feb. 26, 2013
15. Morten Arendt Rasmussen, Medicometrics, May 23, 2012
14. Kristoffer Laursen, Useful tools for assessment of chromatographic data. A pharmaceutical case study. May 13, 2011
13. Anders Juul Lawaetz, Fluorescence Spectroscopy and Chemometrics - Applied in Cancer Diagnostics and Metabonomics, April 1, 2011
12. Mikkel West Nielsen, Development of multivariate analytical methods for discovery of novel serum biomarkers in ovarian cancer, Nov 11, 2009
11. Carsten Ravn, Near-Infrared Chemical Imaging in Formulation Development of Solid Dosage Forms, April 28, 2009
10. Vibeke Tølbøl Svensson, Handling complex data in food analysis. A chemometric approach, March 18, 2009
9. Thomas Skov, Mathematical resolution of complex chromatographic measurements, June 26, 2008
8. Evrim Acar, Understanding Epilepsy Seizure Structure Using Tensor Decompositions, May 2, 2008, Rensselaer Polytechnic Institute
7. Bonnie Rasmussen, Chemometric Methods Applied to Herbal Medicinal Products: St. John’s Wort, Feb 29, 2008
6. Stine Kreutzmann, Quality of carrots : a chemical approach to understand the sensory variation, 2007
5. Stina Frosch, Data quality
and traceability in the fish industry, and the use of robust multivariate data
analysis, May 2006
1. Nikolajsen, Rikke, Development of a method for measurement of stress hormones, June 6, 2002
Evaluation committee
Ph.D. Leslie Romelia Euceda Wood, Norwegian University of Science and Technology, Norway, Dec 21, 2016
Ph.D. Chenchen Lin, University of Bergen, Norway, Sept 20, 2016
Ph.D. Jessica Pérez Outeiral, Universidad del País Vasco, June 5, 2016
Ph.D. Jannie Krog Jensen, Univ.
Cph., Denmark, May 28, 2015
Ph.D. Klavs M. Sørensen, Univ.
Cph., Denmark, April 24, 2015
Ph.D. Sanni Matero, Kuopio,
Finland, June 12, 2010
Ph.D. Line Clemmensen, DTU, DK, Mac 10, 2010
Ph.D. Kristian Hovde Liland UMB, Norway, Jan 22, 2010
Ph.D. Tina Salomonsen, UC, DK, Jun 19, 2009
Ph.D. Michael Riis Hansen, UC, DK, Feb 2, 2009
Ph.D. Morten Mørup, DTU, DK, Sep 3, 2008
Ph.D. Erik Tønning, UC, DK, Nov
18, 2007
Ph.D. Ingrid Måge, Matforsk,
Norway, Aug. 25, 2006
Ph.D. Sanne Engelen,
Leiden University, June 2006
Ph.D. Jeorgos Trihaas, DTU,
DK, Sept. 23, 2005
Ph.D. Inmaculada García,
Ph.D. Jakob Christensen, KVL, DK, April 24,
2005
Ph.D. Henk-Jan Ramaker,
Ph.D. Eric van Sprang,
Ph.D. Gitte Sørensen, The Royal Veterinary & Agricultural University, DK, Feb. 2004
MSc in PAT
2006, developed a new Master of Science in Process Analytical Technology
1999-2004 Chemometrics
World. Maintained by Wiley and edited by R. Bro
1995- Toolbox for multi-way
analysis co-authored by C. A. Andersson
1995- Repository for algorithms
for numerical analysis
1995- Interactive WWW-tutorial
on multi-way analysis. Co-authored by C. A. Andersson
1997- Repository for data sets
for use in chemometrics
1995-1999 ChemoBro: searchable database with
thousands of papers (incl. abstracts) from chemometrics
1995-1999 Chemometrics from A to Z providing links to chemometrics and
related areas (moved to Wiley)
2004-2007
Statistical methods and statistical consulting in food science
2005-2007 Mathematical resolution of complex chemical
measurements
2006-2008
NIR chemical imaging in pharmaceutical formulation design
2006-2010
Simple bioinformatics
2007-2010
Food Informatics: A New Integrated Systems Science
2007-2010 Metabonomic Cancer Detection
2008-2010 Quality by Design
2010-2014. Chemometric group is the major player in one of five strategic research initiatives at the faculty (Chemometrics and biostatistics - CHANCE CHemometric ANalysis CEntre, www.chance.life.ku.dk),
2010-2013. Chemometric group is heading one of the eight identified socalled elite research areas at the faculty. This area is called "Chemometrics, biostatistics and multivariate data analysis".
Editorial
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2008, Invited editor on special issue of Journal of
Chemometrics honouring R. A. Harshman
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2005, Invited editor on special issue of Journal of
Chemometrics honouring Luc Massart
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2005, Invited editor on special issue of Journal of
Chemometrics honouring Sijmen de Jong
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2000, Invited editor on special issue of Journal of
Chemometrics on multi-way analysis
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1999-2012: Editor on Journal of Chemometrics
published by John Wiley & Sons
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1997-1999 On the editorial board of Chemometrics and
Intelligent Laboratory Systems published by Elsevier Science
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Conferences
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Organizing Arctic
Analyses II, 2018, Fildur, Iceland, April 16-19, 2018
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Scientific
committee of SSC15, Naantali, Finland, June
2017
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Organizing Mini-Arctic
2016, Groningen, NL, Nov 10-11, 2016
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In international
scientific comittee, CAC Chemometrics in Analytical
Chemistry 2014, June, Virginia
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Organizing Arctic
Analyses 2014, Ilulissat, Greenland, March 10-13, 2014
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Scientific committee
of SSC13, Stockholm, Sweden, June 2013
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Organizing
workshop "Data Fusion using Matrix and Tensor Factorizations", SIAM
CSE 13, Boston, 2013, Feb 25-Mar 1.
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Head of
scientific committee of SSC12, Billund, Denmark, June 2011
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Steering committee
of Workshop on Tensor Decompositions and Applications (TDA 2010), Sept 13-17,
2010, Monopoli, Bari, Italy, Organized in
cooperation with the Society for Industrial and Applied Mathematics (SIAM)
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Organizing
Workshop on QbD and PAT at Life, DK, Sept. 8, 2010
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Organizing AIM Conference on "Computational
optimization for tensor decompositions", Mar 29-Apr 2, 2010, Palo Alto,
US
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Organizing of EuPAT2
Conference on Scientific Progress Underpinning Process Analytical Technology
(PAT),
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In scientific committee of EuPAT1 Conference
on Scientific Progress Underpinning Process Analytical Technology (PAT),
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In scientific committee of TRICAP'2006
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Arranged "The 1st Meeting on Process Analytical
Technologies for graduate students and young researchers", KVL, March
8-9, 2006, 40 participants.
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Arranged Workshop "Challenges for data analysis
methods in flavour science" at Weurman
Symposium, June 21, 2005,
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Scientific
Committee of Weurman Symposium, June 21, 2005,
Roskilde, Denmark
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Organized 6th workshop of the ERCIM Working Group on
Matrix Computations and Statistics, April 1-3, 2005,
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Scientific committee of 4rd workshop of the ERCIM
Working Group on Matrix Computations and Statistics, September 22-24, 2003, Monopoli (
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Scientific committee of 3rd workshop of the ERCIM
Working Group on Matrix Computations and Statistics, 9-10 November 2002,
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Scientific committee of TRICAP'2003 (Three-way Analysis in Chemistry
and Psychology) in Lexington (KY), 2003
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2002, Nov. 22, Organized "Industriel
Kemometri", a workshop with 60 participants
presenting industrial problems to a panel of KVL and UvA
researchers
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Organizing Den Store Kemometridag
Nov. 22, 2002 in Kolding
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Organizing TRICAP'2000 (Three-way Analysis in Chemistry and Psychology) in
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Organizing Chemometrics Workshop at KVL,
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In the organizing committee of 4th Sensometrics Meeting 1998 at KVL,
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Other
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2006, Member of IUPAC task group for spectral data
standardization
2005, Member of the Board of Directors, ISPE Nordic
Affiliate.
2004 - Member of ISPE PAT
SIG 2001-2004 , Member of Danish Chemometric Society
Board
Member of ERCIM working group on Matrix Computations and Statistics 2002 - Member of
evaluation committee for C02 money through The Directorate for Food,
Fisheries and Agri Business 2003 Member of "The Business Network for Young
Scientists - BizNet" |
Private consulting
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- Eigenvector Associate (2000-present)
- Founder of MedicoMetrics
Aps (2000-2006)
- Software developer for Eigenvector Research,
Inc. (1999-present)
- Industrial consulting and teaching through Optima
X
- Agent for products of - US Patent: L. Nørgaard, M. Albrechtsen, O. I. Olsen, Niels Harrit, and R. Bro. Method and system for classifying a biological sample. 10/297,187(US patent #US20030162301), 2003. |
Peer-reviewed papers
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190. N Cavallini,
F Savorani, R Bro, M Cocchi, Fused adjacency matrices to enhance information
extraction: The beer benchmark, Anal Chim Acta,
1061 (2019) 70-83
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189. UJ Wünsch,
R. Bro, CA Stedmon, P Wenig, KR Murphy, Emerging patterns in the global
distribution of dissolved organic matter fluorescence, Analytical Methods, 11
(2019) 888-893
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188. K. Tiana, L.
Wu, S. Min, R. Bro, Geometric search: A new approach for fitting PARAFAC2
models on GC-MS data, Talanta 185 (2018) 378–386
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187. Smilde, A. K.,
Måge, I. Næs, T. Hankemeier, T. Lips, M. A., Kiers,
H.A.L. , Acar, E., Bro, R. Common and distinct components in data fusion.
Journal of Chemometrics (2017) 31: e2900.
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186. Petersen, M.
A. and R. Bro. PARADISe - a ground-breaking tool to
treat complex GC-MS datasets. Flavour Science.
Proceedings of the XV Weurman Flavour
Research Symposium. B. Siegmund and E. Leitner:
(2017) 421-426.
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185. A. G. Ryder,
C. A. Stedmon, N. Harrit, R. Bro, Calibration, standardization, and
quantitative analysis of multidimensional fluorescence (MDF) measurements on
complex mixtures, (IUPAC Technical Report), Pure Appl. Chem. 2017; 89(12):
1849–1870, https://doi.org/10.1515/pac-2017-0610.
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184. R. Tange, M.
A. Rasmussen, R. Bro, and Eizo Taira. Benchmarking support vector regression
against partial least squares regression and artificial neural network:
Effect of sample size on model performance. Journal of Near Infrared
Spectroscopy 25 (6):381-390, 2017.
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183. Acar E,
Gürdeniz G, Savorani F, Hansen L, Olsen A, Tjønneland A, Dragsted LH, Bro R,
Forecasting Chronic Diseases Using Data Fusion, Journal of Proteome Research,
2017, 16, 2435-2444.
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182. Bevilacqua
M, Bro R, Marini F, Rinnan A, Rasmussen MA, Skov T, Recent chemometrics
advances for foodomics, Trac-Trends in Analytical Chemistry, 2017, 96, 42-51.
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181. B. S. Silva,
M. Tøstensen, M. A. Petersen, A. Bäckman, and R. Bro. An expert system for
automated flavour matching . Prioritizer. Flavour and Fragrance Journal 32 (4):286-293, 2017.
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180. L. G.
Johnsen, P. B. Skou, B. Khakimov, and R. Bro. Gas chromatography – mass
spectrometry data processing made easy. Journal of Chromatography, A
1503:57-64, 2017.
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179. A. Biancolillo, T. Næs, R. Bro, and I. Måge. Extension of SO-PLS to multi-way
arrays: SO-N-PLS. Chemom.Intell.Lab.Syst., 2017,
164, 113-126.
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178. F. F.
Gouveia, J. P. Rahbek, A. R. Mortensen, M. T. Pedersen, P. M. Felizardo, R.
Bro, and M. J. Mealy. Using PAT to accelerate the transition to continuous
API manufacturing. Analytical and Bioanalytical Chemistry:1-12, 2016.
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177. A.
Biancolillo, K. H. Liland, I. Måge, T. Næs, and R. Bro. Variable selection in
multi-block regression. Chemom.Intell.Lab.Syst.
156:89-101, 2016.
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176. L. B. B. Andersen, K. Arnberg, E. Trolle, K. F.
Michaelsen, R. Bro, C. B. Pipper, and C. Mølgaard. The effects of water and
dairy drinks on dietary patterns in overweight adolescents. International
Journal of Food Sciences and Nutrition 67 (3):314-324, 2016.
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175. X. Fu, K. Huang, W. Ma, N.
D. Sidiropoulos, and R. Bro. Joint Tensor Factorization and Outlying Slab
Suppression With Applications. IEEE Transactions on Signal Processing 63
(23):6315-6328, 2016.
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174. Trollope KM,
Volschenk H, Görgens JF,
Bro R, Nieuwoudt HH, Direct, simultaneous quantification of fructooligosaccharides by FT-MIR ATR spectroscopy and
chemometrics for rapid identification of superior, engineered ß-fructofuranosidases, Analytical and Bioanalytical
Chemistry, 2015, 407, 1661-1671.
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173. Escudero J, Acar
E, Fernández A, Bro R, Multiscale entropy analysis of resting-state
magnetoencephalogram with tensor factorisations in
Alzheimer's disease, Brain Research Bulletin, 2015, 199, 136-144.
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172. Garcia E,
König K, Allesen-Holm BH, Klaas IC, Amigo JM, Bro R, Enevoldsen C,
Experienced and inexperienced observers achieved relatively high
within-observer agreement on video mobility scoring of dairy cows, Journal Of
Dairy Science, 2015, 98, 4560-4571.
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171. L. B. B. Andersen, C. Mølgaard, K. T. Ejlerskov,
E. Trolle, K. F. Michaelsen, R. Bro, and C. B. Pipper. Development of Dietary
Patterns Spanning Infancy and Toddlerhood: Relation to Body Size, Composition
and Metabolic Risk Markers at Three Years. AIMS Public Health 2 (3):332-357,
2015.
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170. E. Acar, R.
Bro, and A. Smilde. Data Fusion in Metabolomics using Coupled Matrix and
Tensor Factorizations. Proceedings of the IEEE 103 (9):1602-1620, 2015.
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169. R. Bro, M. Kamstrup-Nielsen, S. B. Engelsen, F.
Savorani, M. A. Rasmussen, L. Hansen, A. Olsen, A. Tjønneland, and L. H.
Dragsted. Forecasting
individual breast cancer risk using plasma metabolomics and biocontours.
Metabolomics 11:1376-1380, 2015.
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168. R. Tange, M.
A. Rasmussen, E. Taira, and R. Bro. Application of support vector regression
for simultaneously modelling of near infrared spectra from multiple process
steps. Journal of Near Infrared Spectroscopy 23:75-84, 2015.
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166. Lea
Lenhardt, Rasmus Bro, I. Zekovic, T. Dramicanin, and M. D. Dramicanin.
Fluorescence spectroscopy coupled with PARAFAC and PLS DA for
characterization and classification of honey. Food Chemistry 175:284-291,
2015.
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166. S. Elcoroaristizabal, R. Bro, J. A. Garcia, and L.
Alonso. PARAFAC
models of fluorescence data with scattering: A comparative study. Chemom.Intell.Lab.Syst. 142:124-130, 2015
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165. E. Garcia,
I. Klaas, J. M. Amigo, R. Bro, and C. Enevoldsen. Lameness detection challenges
in automated milking systems addressed with partial least squares
discriminant analysis. Journal Of Dairy Science 97:7476-7486, 2014.
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164. E. Acar, E.
E. Papalexakis, G. Gürdeniz, M. A. Rasmussen, Anders Juul Lawaetz, M.
Nilsson, and R. Bro. Structure-Revealing Data Fusion. Bmc Bioinformatics
15:234, 2014.
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163. L. B. B. Andersen, C. B. Pipper, E. Trolle, R.
Bro, A. Larnkjær, E. M. Carlsen, C. Mølgaard, and K. F. Michaelsen. Maternal obesity and
offspring dietary patterns at 9 months of age . European Journal of Clinical
Nutrition:1-8, 2014.
|
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162. R. Bro, Lea
Lenhardt, I. Zekovic, T. Dramicanin, M. D. Dramicanin, and Bro. Determination
of the Botanical Origin of Honey by Front-Face Synchronous Fluorescence
Spectroscopy. Appl.Spectrosc. 68 (5):557-562, 2014.
|
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161. R. Bro and
A. K. Smilde. Principal Component Analysis. Analytical Methods 6:2812-2831,
2014.
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160. L. G.
Johnsen, J. M. Amigo, T. Skov, and Rasmus Bro. Automated resolution of
overlapping peaks in chromatographic data. J.Chemom.
28:71-82, 2014.
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|
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159. K. Kjeldahl,
M. A. Rasmussen, A. L. Hasselbalch, K. O. Kyvik, L.
Christiansen, S. Rezzi, S. Kochhar, T. I. A.
Sørensen, and R. Bro. No genetic footprints of the fat mass and obesity
associated (FTO) gene in human plasma 1H CPMG NMR metabolic profiles.
Metabolomics 10:132-140, 2014
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|
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158. K. R.
Murphy, C. A. Stedmon, P. Wenig, and R. Bro. OpenFluor–
an online spectral library of auto-fluorescence by organic compounds in the
environment. Analytical Methods 6:658-661, 2014.
|
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157. M.
Kamstrup-Nielsen, L. G. Johnsen, and Rasmus Bro. Core consistency diagnostic
in PARAFAC2. J.Chemom. 27:99-105, 2013.
|
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156. E. Acar, M.
A. Rasmussen, F. Savorani, T. Næs, and R. Bro. Understanding data fusion
within the framework of coupled matrix and tensor factorizations. Chemom.Intell.Lab.Syst. 129:53-63, 2013.
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155. E. Salvatore, M. Bevilacqua, R. Bro, F. Marini, and M. Cocchi. Classification Methods of Multiway Arrays as a Basic Tool for Food PDO Authentication. In: Comprehensive Analytical Chemistry,Anonymous Elsevier, 2013, p. 339-382. |
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154. M. van
Maarschalkerweerd, R. Bro, M. Egebo, and S. Husted. Diagnosing Latent Copper Deficiency
in Intact Barley Leaves (Hordeum vulgare, L.) Using
Near Infrared Spectroscopy. J.Agric.Food Chem.
61:10901-10910, 2013.
|
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153. F. Marini
and R. Bro. SCREAM: A novel method for multi-way regression problems with
shifts and shape changes in one mode. Chemom.Intell.Lab.Syst.
129:64-75, 2013.
|
|
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152. E. E.
Papalexakis, N. D. Sidiropoulos, and R. Bro. From K-Means to Higher-Way
Co-Clustering: Multilinear Decomposition With Sparse Latent Factors. IEEE
Transactions on Signal Processing 61 (2):493-506, 2013.
|
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151. K. R.
Murphy, C. A. Stedmon, D Graeber, and R. Bro. Fluorescence spectroscopy and
multi-way techniques. PARAFAC. Analytical Methods 5 (23):6541-6882, 2013.
|
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150. L. G. Johnsen,
T. Skov, U. Houlberg, and R. Bro. An automated
method for baseline correction, peak finding and peak grouping in
chromatographic data. Analyst 138:3502-3511, 2013.
|
|
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149. R. Bro, R.
Leardi, and L. G. Johnsen. Solving the sign indeterminacy for multiway
models. J.Chemom. 27:70-75, 2013
|
|
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148. R. Bro, H.
J. Nielsen, F. Savorani, K. Kjeldahl, I. J. Christensen, N. Brünner, and Anders Juul Lawaetz. Data fusion in
metabolomic cancer diagnostics. Metabolomics 9 (1):3-8, 2013
|
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147. E. Acar, G.
Gürdeniz, M. A. Rasmussen, D. Rago, L. H. Dragsted, and R. Bro. Coupled
Matrix Factorization with Sparse Factors to Identify Potential Biomarkers in
Metabolomics. International Journal of Knowledge Discovery in Bioinformatics
3 (3):22-43, 2012.
|
|
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146. M. A.
Rasmussen and R. Bro. A tutorial on the Lasso approach to sparse modeling. Chemom.Intell.Lab.Syst. 119:21-31, 2012
|
|
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145. A. Gredilla, J. M. Amigo, S. Fdez-Ortiz de
Vallejuelo, A. de Diego, R. Bro, and J. M. Madariaga. Practical comparison of
multivariate chemometric techniques for pattern recognition used in
environmental monitoring. Analytical Methods 4:676-684, 2012.
|
|
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144. R. Bro, E.
E. Papalexakis, E. Acar, and N. D. Sidiropoulos. Coclustering—a
useful tool for chemometrics. J.Chemom. 26:256-263,
2012.
|
|
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143. M.
Brydegaard, A. Runemark, and R. Bro. Chemometric
approach to chromatic spatial variance. Case study: patchiness of the Skyros
wall lizard. J.Chemom. 26:246-255, 2012.
|
|
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142. A. J. Lawaetz, R. Bro, M. Kamstrup-Nielsen, I. J. Christensen, L. N. Jørgensen, and H. J. Nielsen. Fluorescence spectroscopy as a potential metabonomic tool for early detection of colorectal cancer. Metabolomics 8 (Supplement):S111-S121, 2012.
A. J. Lawaetz, R. Bro, M. Kamstrup-Nielsen, I. J. Christensen, L. N. Jørgensen, and H. J. Nielsen. Erratum: Fluorescence spectroscopy as a potential metabonomic tool for early detection of colorectal cancer. Metabolomics 8 (Supplement):S122, 2012. |
|
|
141. C. A.
Daykin, Rasmus Bro, and F. Wülfert. Data handling
for interactive metabolomics: tools for studying the dynamics of
metabolome-macromolecule interactions. Metabolomics 8:52-63, 2012.
|
|
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140. M.
Kompany-Zareh, Y. Akhlaghi, and R. Bro. Tucker core
consistency for validation of restricted Tucker3 models. Anal.Chim.Acta
723:18-26, 2012.
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139. P. de la Mata-Espinosa, J. M. Bosque-Sendra, R. Bro, and L. Cuadros-Rodriguez. Discriminating olive and non-olive oils using HPLC-CAD and chemometrics. Analytical and Bioanalytical Chemistry 399 (6):2083-2092, 2011. |
|
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138. M. Vidal, J. M. Amigo, Rasmus Bro, F. van den
Berg, M. Ostra, and C. Ubide. Image analysis for maintenance of coating quality in
nickel electroplating baths – Real time control. Anal.Chim.Acta
706:1-7, 2011.
|
|
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137. P. de la Mata-Espinosa, J. M. Bosque-Sendra, R.
Bro, and L. Cuadros-Rodriguez. Olive oil quantification of edible vegetable oil blends
using triacylglycerols chromatographic fingerprints and chemometric tools.
Talanta 85:177-182, 2011.
|
|
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136. M. Vidal, J. M. Amigo, R. Bro, M. Ostra, C. Ubide,
and J. Zuriarrain. Flatbed
scanners as a source of imaging. Brightness assessment and additives
determination in a nickel electroplating bath. Anal.Chim.Acta
694:38-45, 2011.
|
|
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135. K. Laursen, M. A. Rasmussen, and R. Bro. Comprehensive
control charting applied to chromatography. Chemom.Intell.Lab.Syst.
107:215-225, 2011.
|
|
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134. C. Durante, Rasmus Bro, and M. Cocchi. A classification tool for
N-way array based on SIMCA methodology. Chemom.Intell.Lab.Syst.
106:73-85, 2011.
|
|
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133. R. Bro and
M. Vidal. EEMizer: Automated modeling of fluorescence EEM data. Chemom.Intell.Lab.Syst. 106:86-92, 2011.
|
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132. Julia Isaeva, Solve Sæbø, John
Andreas Wyller, K. H. Liland, E. M. Færgestad, R. Bro, and H. Martens. Using
GEMANOVA to explore the pattern generating properties of the Delta-Notch
model. J.Chemom. 24:626-624, 2010.
|
|
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131. Mario Li Vigni, C. Durante, G. Foca, A. Ulrici, B.
P. M. Jespersen, R. Bro, and M. Cocchi. Wheat flour formulation by mixture design and multivariate
study of its technological properties. J.Chemom.
24:523-533, 2010
|
|
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130. C. M.
Andersen and R. Bro. Variable selection in regression—a tutorial. J.Chemom. 24:728-737, 2010.
|
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129. 0 K. Laursen, S. S. Frederiksen, C. Leuenhagen, and R. Bro. Chemometric quality control of chromatographic purity.
Journal of Chromatography, A 1217:6503-6510, 2010.
|
|
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128. K. Kjeldahl and
R. Bro. Some common misunderstandings in chemometrics. J.Chemom.
24:558-564, 2010.
|
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127. M. Alvarez-Guerra, D. Ballabio, J. M. Amigo, J. R.
Viguri, and R. Bro. A
chemometric approach to the environmental problem of predicting toxicityc in contaminated sediments. J.Chemom.
24:379-386, 2010.
|
|
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126. J. M. Amigo, T. Skov, and R. Bro. ChroMATHography: Solving Chromatographic
Issues with Mathematical Models and Intuitive Graphics. Chemical Reviews
110:4582-4605, 2010.
|
|
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125. M. A. Rasmussen, M. Colding-Jørgensen, L. T.
Hansen, and R. Bro. Multivariate
evaluation of pharmacological responses in early clinical trials – a study of
rIL-21 in the treatment of patients with metastatic melanoma. British Journal
of Clinical Pharmacology 69 (4):379-390, 2010.
|
|
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124. R. Bro, N.
Viereck, M. Toft, H. Toft, P. I. Hansen, and S. B. Engelsen. Mathematical
chromatography solves the cocktail party effect in mixtures using 2D spectra
and PARAFAC. Trac-Trends in Analytical Chemistry 29 (4):281-284, 2010.
|
|
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123. M. Alvarez-Guerra, D. Ballabio, J. M. Amigo, R.
Bro, and J. R. Viguri. Development
of models for predicting toxicity from sediment chemistry by partial least
squares-discriminant analysis and counter-propagation artificial neural
networks. Environmental Pollution 158:607-614, 2010.
|
|
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122. M. Vidal, J. M. Amigo, R. Bro, M. Ostra, and C.
Ubide. Quantitative
determination of additives in a commercial electroplating nickel bath by
spectrophotometry and multivariate analysis. Analytical Methods 2:86-92, 2010.
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121. M. West-Nørager, R. Bro, F. Marini, E. V. Høgdall,
C. K. Høgdall, L. Nedergaard,
and N. H. H Heegaard. Feasibility of Serodiagnosis of Ovarian Cancer by Mass Spectrometry.
Anal.Chem. 81:1907-1913, 2009.
|
|
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120. R. Bro, R.
A. Harshman, N. D. Sidiropoulos, and M. E. Lundy. Modeling multi-way data
with linearly dependent loadings. J.Chemom.
23:324-340, 2009.
|
|
|
119. K. Naelapää, M. Allesø, H. G. Kristensen, R. Bro, J. Rantanen, and P.
Bertelsen. Increasing
Process Understanding by Analyzing Complex Interactions in Experimental Data.
Journal Of Pharmaceutical Sciences 98 (5):1852-1861, 2009.
|
|
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118. J. M. Amigo,
C. Ravn, N. B. Gallagher, and R. Bro. A comparison of a common approach to
partial least squares-discriminant analysis and classical least squares in
hyperspectral imaging. Int.J.Pharm. 373:179-182,
2009.
|
|
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117.T. Skov, J. C. Hoggard,
R. Bro, and R. E. Synovec. Handling within run
retention time shifts in two-dimensional chromatography data using shift
correction and modeling. Journal of Chromatography, A 1216:4020-4029, 2009.
|
|
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116. J. M. Prats-Montalban, A. Ferrer, R. Bro, and T. M. Hancewicz. Prediction of skin quality properties by
different Multivariate Image Analysis methodologies. Chemom.Intell.Lab.Syst.
96:6-13, 2009.
|
|
|
115. L. Andrade, I. A.
Farhat, K. Aeberhardt, R. Bro, and S. B. Engelsen. Modeling of
Temperature-Induced Near-Infrared and Low-Field Time-Domain Nuclear Magnetic
Resonance Spectral Variation: Chemometric Prediction of Limonene and Water
Content in Spray-Dried Delivery Systems. Appl.Spectrosc.
63 (2):141-152, 2009.
|
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114. Anders Juul
Lawaetz, B. Schmidt, D. Staerk, J. W. Jaroszewski, and R. Bro. Application of Rotated PCA
Models to Facilitate Interpretation of Metabolite Profiles: Commercial
Preparations of St. John's Wort. Planta Medica
75:271-279, 2009.
|
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113. R. Bro and
L. Eldén. PLS works. J.Chemom.
23:69-71, 2009.
|
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112. Ana Conesa, Rasmus
Bro, F. García-García, José Manuel Prats, Stefan Götz,
K. Kjeldahl, David Montaner, and Joaquín Dopazo.
Direct functional assessment of the composite phenotype through multivariate
projection strategies. Genomics 92:373-383, 2008.
|
|
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111. J. M. Amigo, T. Skov, J. Coello, S. Maspoch, and
R. Bro. Solving
GC-MS problems with PARAFAC2. Trends in Analytical Chemistry 27 (8):714-725,
2008.
|
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110. H. Winning,
F. H. Larsen, R. Bro, and S. B. Engelsen. Quantitative analysis of NMR
spectra with chemometrics. Journal of Magnetic Resonance 190:26-32, 2008.
|
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109. C. A.
Stedmon and R. Bro. Characterizing dissolved organic matter fluorescence with
parallel factor analysis: a tutorial. Limnology and Oceanography 6:572-579,
2008.
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108. W. Windig,
J. Shaver, and R. Bro. Loopy MSC: A Simple Way to Improve Multiplicative
Scatter Correction. Appl.Spectrosc. 62
(10):1153-1159, 2008.
|
|
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107. Carsten
Ravn, E. Skibsted, and R. Bro. Near-infrared chemical imaging (NIR-CI) on
pharmaceutical solid dosage forms—Comparing common calibration approaches. J.Pharm.Biomed.Anal. 48:554-561, 2008.
|
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106. Stine
Kreutzmann, V. T. Svensson, A. K. Thybo, R. Bro,
and M. A. Petersen. Prediction of sensory quality in raw carrots (Daucus carota L.) using multi-block LS-ParPLS.
Food Quality and Preference 19:609-617, 2008
|
|
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105. D. Ballabio,
Thomas Skov, R. Leardi, and R. Bro. Classification of GC-MS measurements of wines
by combining data dimension reduction and variable selection techniques. J.Chemom. 22:457-463, 2008.
|
|
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104. T. Ohno, Z.
Wang, and R. Bro. PowerSlicing to determine
fluorescence lifetimes of water-soluble organic matter derived from soils,
plant biomass, and animal manures. Analytical and Bioanalytical Chemistry
390:2189-2194, 2008.
|
|
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103. Sangdon Lee and R. Bro. Regional differences in world
human body dimensions: the multi-way analysis approach. Theoretical Issues in
Ergonomics Science 9 (4):325-345, 2008.
|
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102. R. Bro, K.
Kjeldahl, A. K. Smilde, and H. A. L. Kiers. Cross-validation of component
models: A critical look at current methods. Analytical and Bioanalytical
Chemistry 390:1241-1251, 2008.
|
|
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101. Thomas Skov,
D. Ballabio, and R. Bro. Multiblock variance partitioning: A new approach for
comparing variation in multiple data blocks. Anal.Chim.Acta
615:18-29, 2008.
|
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100.
B. Schmidt, J. W. Jaroszewski, R. Bro, M. Witt, and
D. Stærk. Combining PARAFAC Analysis of HPLC-PDA
Profiles and Structural Characterization Using HPLC-PDA-SPE-NMR-MS
Experiments: Commercial Preparations of St. John's Wort. Anal.Chem. 80:1978-1987, 2008.
|
|
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99. R. Bro, E. M.
Qannari, H. A. L. Kiers, Tormod Næs, and M. B. Frøst. Multi-way models for
sensory profiling data. J.Chemom. 22:36-45, 2008.
|
|
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98. R. Bro, E.
Acar, and T. G. Kolda. Resolving the sign ambiguity in the singular value
decomposition. J.Chemom. 22:135-140, 2008.
|
|
|
97. J. J. Jansen, R. Bro, H. C. J. Hoefsloot, F. van
den Berg, J. A. Westerhuis, and A. K. Smilde. PARAFASCA: ASCA combined with PARAFAC for the analysis of
metabolic fingerprinting data. J.Chemom.
22:114-121, 2008.
|
|
|
96. Thomas Skov
and R. Bro. Solving fundamental problems in chromatographic analysis.
Analytical and Bioanalytical Chemistry 390:281-285, 2008.
|
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|
95. Evrim Acar,
R. Bro, and B. Schmidt. New exploratory clustering tool. J.Chemom.
22:91-100, 2008.
|
|
|
94. T. Ohno, A. Amirbahman, and R. Bro. 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. Environmental Science And Technology 42:186-192, 2008.
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93. L. Andrade, E.
Micklander, I. Farhat, R. Bro, and S. B. Engelsen. DOUBLESLICING: A
non-iterative single profile multi-exponential curve resolution procedure - Application
to time-domain NMR transverse relaxation data. Journal of Magnetic Resonance
189 (2):286-292, 2007.
|
|
|
92. Thomas Skov, F. van den Berg, G. Tomasi, and R.
Bro. Automated
alignment of chromatographic data. J.Chemom.
20:484-497, 2007.
|
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|
91. L. Nørgaard, G. Soletermos,
Niels Harrit, M. Albrechtsen, Ole Olsen, D. Nielsen, K. Kampmann, and R. Bro.
Fluorescence
spectroscopy and chemometrics for classification of breast cancer samples—a
feasibility study using extended canonical variates analysis. J.Chemom. 21:451-458, 2007.
|
|
|
90. R. Bro and S.
de Jong. Editorial: Special Issue in honour of D.
Luc Massart (1941–2005). J.Chemom.
21:251, 2007.
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89. Erik Alm, R. Bro, S. B. Engelsen, B. Karlberg, and
R. Torgrip. Vibrational
overtone combination spectroscopy (VOCSY)—a new way of using IR and NIR data.
Analytical and Bioanalytical Chemistry 388:179-188, 2007.
|
|
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88. Å. Rinnan, J.
Riu, and R. Bro. Multi-way prediction in the
presence of uncalibrated interferents. J.Chemom.
21:76-86, 2007.
|
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|
87. Evrim Acar,
C. Aykut-Bingol, H. Bingol,
R. Bro, and B. Yener. Multiway analysis of epilepsy
tensors. Bioinformatics 23:10-18, 2007.
|
|
|
86. R. N.
Jørgensen, L. K. Christensen, and R. Bro. Spectral reflectance at sub-leaf
scale including the spatial distribution
NPK stress
characteristics in barley using multiway partial least squares regression.
International Journal of Remote Sensing 28 (5):943-962, 2007.
|
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85. F. Westad, N.
K. Afseth, and R. Bro. Finding relevant spectral regions between
spectroscopic techniques by use of cross model validation and partial least
squares regression. Anal.Chim.Acta 595:323-327,
2007.
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84. M. Bassompierre, G. Tomasi, L. Munck, R. Bro, and S. B.
Engelsen. Dioxin screening in fish product by pattern recognition of
biomarkers. Chemosphere 67:S28-S35, 2007.
|
|
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83. M. Bahram and R. Bro. A novel strategy for
solving matrix effect in three-way data using parallel profiles with linear
dependencies. Anal.Chim.Acta 584:397-402, 2007.
|
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82. M. Bahram, R. Bro, C. A. Stedmon, and A. Afkhami. Handling of Rayleigh and Raman scatter for
PARAFAC modeling of fluorescence data using
interpolation. J.Chemom. 20:99-105, 2007.
|
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81. N. Viereck,
L. Nørgaard, R. Bro, and S. B. Engelsen. Chemometric Analysis of NMR Data.
In: Modern Magnetic Resonance, edited by G. A. Webb, Berlin Heidelberg New York:Springer, 2006
|
|
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80. L. Nørgaard,
R. Bro, F. Westad, and S. B. Engelsen. A modification of canonical variates
analysis to handle highly collinear multivariate data. J.Chemom.
20:425-435, 2006.
|
|
|
79. R. Bro. Review on Multiway Analysis in
Chemistry—2000–2005. Critical Reviews In Analytical Chemistry 36:279-293,
2006.
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78. J. P. Wold, R. Bro, A. Veberg, F. Lundby, A. N. Nilsen, and J. Moan. Active
Photosensitizers in Butter Detected by Fluorescence Spectroscopy and
Multivariate Curve Resolution. J.Agric.Food Chem. 54:10197-10204, 2006.
|
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77. G. Lorho, F. Westad, and R. Bro. Generalized correlation
loadings. Extending correlation loadings to congruence and to multi-way
models. Chemom.Intell.Lab.Syst. 84:119-125, 2006.
|
|
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76. C. B. Zachariassen, J. Larsen, F. van den Berg, R.
Bro, A. de Juan, and R. Tauler. Multi-way analysis for investigation
of industrial pectin using an analytical liquid dilution system. Chemom.Intell.Lab.Syst. 84:9-20, 2006.
|
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75. P. P. Mortensen and R. Bro. Real-time monitoring
and chemical profiling of a cultivation process. Chemom.Intell.Lab.Syst. 84:106-113, 2006.
|
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74. R. Bro, Tsutomu Ohno, and Bro. Dissolved Organic
Matter Characterization Using Multiway Spectral Decomposition of Fluorescence
Landscapes. Soil
Science Society of America Journal 70:2028-2037, 2006.
|
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73. H. T. Pedersen, M. Dyrby, S. B. Engelsen, and R.
Bro. Application of Multi-Way Analysis to 2D NMR Data. Annual Reports on NMR
Spectroscopy 59:207-233, 2006.
|
|
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72. A. C. Peinado, F. van den Berg, M. Blanco, and R.
Bro. Temperature-induced variation for NIR tensor-based
calibration. Chemometrics
and Chemoinformatics 83:75-82, 2006.
|
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71. C. Durante, M. Cocchi, M. Grandi, A. Marchetti, and
R. Bro. Application of N-PLS to gas chromatographic and
sensory data of traditional balsamic vinegars of
|
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70. C. B. Zachariassen, J. Larsen, F. van den Berg, R.
Bro, A. de Juan, and R. Tauler. Comparison of PARAFAC2 and MCR-ALS
for resolution of an analytical liquid dilution system. Chemometrics and Chemoinformatics 83:13-25, 2006.
|
|
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69. J. Christensen, L. Nørgaard, R. Bro, and S. B.
Engelsen. Multivariate Autofluorescence of Intact Food
Systems. Chemical
Reviews 106 (6):1979-1994, 2006.
|
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68. Rasmus N. Jørgensen, P. M. Hansen, and R.
Bro. Exploratory study of winter wheat reflectance during
vegetative growth using three-mode component analysis. International Journal of
Remote Sensing 27 (5):919-937, 2006.
|
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67. M. Cocchi, R. Bro, C. Durante, D. Manzini, A.
Marchetti, F. Saccani, S. Sighinolfi, and A. Ulrici. Analysis
of sensory data of Aceto Balsamico
Tradizionale di Modena (ABTM) of different ageing
by application of PARAFAC models. Food Quality and Preference 17:419-428, 2006.
|
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66. G. Tomasi and R. Bro. A comparison of algorithms
for fitting the PARAFAC model. Comp.Stat.Data Anal. 50:1700-1734, 2006.
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65. S. F. Møller, J. v. F. Frese, and R. Bro. Robust
methods for multivariate data analysis. J.Chemom. 19:549-563, 2005.
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64. Berith F. Jensen, H. F. Refsgaard-Hanne, R. Bro,
and P. B. Brockhoff. Classification of Membrane Permeability of Drug
Candidates: A Methodological Investigation. Qsar & Combinatorial
Science 24:449-457, 2005.
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63. M. Dyrby, M. Peteresen,
A. D. Whittaker, L. Lambert, L. Nørgaard, R. Bro, and S. B. Engelsen.
Analysis of lipoproteins using 2D diffusion-edited NMR spectroscopy and
multi-way chemometrics. Anal.Chim.Acta 531:209-216, 2005.
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62. S. Gourvénec, G. Tomasi, C Durville, E. Di
Crescenzo, C. A. Saby, D. L. Massart, R. Bro, and G. Oppenheim. CuBatch, a MATLAB interface for
n-mode data analysis. Chemom.Intell.Lab.Syst.
77:122-130, 2005.
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61. A. Rinnan, K. Booksh, and R. Bro. First order
Rayleigh as a separate component in the decomposition of fluorescence
landscapes. Anal.Chim.Acta 537:349-358, 2005.
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60. H. C. Bertram, N. B. Kristensen, A. Malmendal, N.
C. Nielsen, R. Bro, H. J. Andersen, and D. L. Harmon.
A metabolomic investigation of splanchnic metabolism
using 1H NMR spectroscopy of bovine blood plasma. Anal.Chim.Acta 536:1-6, 2005.
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59. T. Skov and R. Bro. A
new approach for modelling sensor based data. Sensors And Actuators B Chemical 106 (2):719-729, 2005.
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58. I. Ovejero-López, R. Bro, and W. L. P. Bredie. Univariate and multivariate modelling of flavour release in chewing
gum using time-intensity: a comparison of data analytical methods. Food Quality and Preference 16:327-343, 2005
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57. M. Dyrby, D. Baunsgaard, R. Bro, and S. B.
Engelsen. Multiway chemometric analysis of the metabolic response to toxins
monitored by NMR. Chemom.Intell.Lab.Syst. 76:79-89, 2005
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56. G. Tomasi and R. Bro. PARAFAC and missing
values. Chemom.Intell.Lab.Syst. 75:163-180,
2005.
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55. R. Bro, Åsmund Rinnan, and Klaas Faber. Standard error of prediction for multilinear PLS. 2. Practical implementation in
fluorescence spectroscopy. Chemom.Intell.Lab.Syst.
75:69-76, 2005.
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54. V. T. Svensson, H. H. Nielsen, and Rasmus Bro. Determination of the protein content in brine from salted herring
using near-infrared spectroscopy. Lebensmittel-Wissenschaft & Technologie
37 (7):803-809, 2004.
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53. C. M. Andersen and R. Bro. Quantification and
handling of sampling errors in instrumental measurements - a case study. Chemom.Intell.Lab.Syst. 72:43-50, 2004.
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52. M. Bassompierre, L.
Munck, R. Bro, and S. B. Engelsen. Rapid dioxin assessment in fish
products by fatty acid pattern recognition. Analyst 129:553-558, 2004.
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51. R. Bro and C. M. Andersen. Theory of net analyte
signal vectors in inverse regression. J.Chemom. 17:646-652, 2004.
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50. C. M. Andersen, R. Bro, and P. B. Brockhoff.
Quantifying and handling errors in instrumental measurements using the
measurement error theory. J.Chemom. 17:621-629, 2004.
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49. S. B. Engelsen and R. Bro. PowerSlicing.
Journal
of Magnetic Resonance
163 (1):192-197, 2003.
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48. Rasmus Bro and H. A. L. Kiers. A new efficient
method for determining the number of components in PARAFAC models. J.Chemom. 17:274-286, 2003.
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47. R. Bro, Multivariate calibration.What
is in chemometrics for the analytical chemist?, Anal. Chim. Acta, 2004, 2003 (500),
185-190.
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46. Colin A. Stedmon, Stiig Markager, and R. Bro.
Tracing dissolved organic matter in aquatic environments using a new approach
to fluorescence spectroscopy. Marine Chemistry 82:239-254, 2003
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45. Nele de Belie, D. K.
Pedersen, M. Martens, R. Bro, L. Munck, and J. Baerdemaeker.
The Use of Visible and Near-Infrared Re?ectance Measurements to assess Sensory Changes in
Carrot Texture and Sweetness during Heat Treatment. Biosystems Engineering 85 (2):213-225, 2003.
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44. C. M. Andersen and R. Bro. Practical aspects of
PARAFAC modelling of fluorescence excitation-emission data, J. Chemom. 2003,
17, 200-215
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43. R.
Nikolajsen, K.S. Booksh,Å.M. Hansen,R.
Bro, Quantifying catecholamines using multi-way kinetic modelling, Anal. Chim. Acta, 2003, 474(1-2), 137-150.
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42. H. Martens, M. Høy, B. M. Wise, R. Bro, and P.
M. B. Brockhoff. GLS
Pre-processing of Multivariate Data. Journal of Chemometrics, 17(3), 153-165,
2003
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41. R. Bro, A. K. Smilde, Centering and scaling in
component analysis, Journal of Chemometrics, 2003, 17, 16-33
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40. J.P. Nielsen, R. Bro, J. Larsen, L. Munck,
Application of fuzzy logic and near infrared spectroscopy for malt quality
evaluation, Journal of the Institute of Brewing, 2003, 108(4), 444-451
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39. N. M. Faber, R. Bro, and P. Hopke. Recent
developments in CANDECOMP/ PARAFAC algorithms: A critical review. Chemom.Intell.Lab.Syst. 65:119-137, 2003.
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38. Klaas Faber and R. Bro. Standard error of
prediction for multiway PLS. 1. Background and a simulation study. Chemom.Intell.Lab.Syst.
61:133-149, 2002.
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37. Jordi Riu and R. Bro. Jack-knife for estimation
of standard errors and outlier detection in PARAFAC models. Chemom.Intell.Lab.Syst. 65:35-49, 2002.
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36. H. T. Pedersen, R. Bro, and S. B. Engelsen. Towards Rapid and Unique Curve Resolution of Low-Field NMR relaxation
data: Trilinear SLICING versus Two-dimensional Curve Fitting. Journal Of Magnetic
Resonance, 157, 141-155, 2002.
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35. R. Bro and Marianne Jakobsen. Exploring complex
interactions in designed data using GEMANOVA. Color
changes in fresh beef during storage. Journal of Chemometrics, 16(6),
194-304, 2002.
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34. R. Bro, N. D. Sidiropoulos, and A. K. Smilde. Maximum likelihood fitting using simple least squares algorithms. Journal of Chemometrics,
16, 387-400, 2002.
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33. R. Bro, Henrik H. Nielsen, G. Stefansson, and T.
Skåra. A Phenomenological Study of Ripening of Salted
Herring. Assessing homogeneity of data from different countries and
laboratories. Journal of Chemometrics 16:81-88, 2002.
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32. Bente Føreid, Rasmus
Bro, Vagn Overgaard Mogensen, John R. Porter,
Effects of windbreak strips of willow coppice—modelling and field experiment
on barley in Denmark, Agriculture, Ecosystems and Environment 2002, 93, 25–32
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31. Rasmus Bro, Frans van den Berg, Anette Thybo,
Charlotte M. Andersen, Bo M. Jørgensen, Henrik Andersen, Multivariate Data
Analysis as a Tool in Advanced Quality Monitoring in the Food Production
Chain, Trends in Food Science and technology, 2002, 13, 235-244.
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30. L. Munck, J. P. Nielsen, B. Møller, S. Jacobsen,
I. Sondergaard, S. B. Engelsen, Lars Nørgaard, and
R. Bro. Exploring the phenotypic expression of a regulatory proteome-
altering gene by spectroscopy and chemometrics. Analytica Chimica Acta 446
(1-2):171-186, 2001.
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29. S. B. Gurden, J. A. Westerhuis, R. Bro, and A. K.
Smilde. A comparison of multiway regression and scaling
methods. Chemom.Intell.Lab.Syst. 59(1-2), 121-136, 2001.
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28. R. Bro, A. K. Smilde, and S. de Jong. On the difference between low-rank and subspace approximation:
Improved model for multi-linear PLS regression. Chemom.Intell.Lab.Syst. 58, 3-13, 2001
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27. R. P. H. Nikolajsen, Å. M. Hansen, R. Bro. Attempt to separate the fluorescence spectra of adrenaline and
noradrenaline using chemometrics. Spectrochimia Acta, 2001, 16, 91-101.
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26. N. D. Sidiropoulos and R. Bro. On the Uniqueness
of Multilinear Decomposition of N-way Arrays. Journal of Chemometrics 14 (3):229-239, 2000
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25. L. Eriksson, J. Trygg, E. Johansson, R. Bro, and
S. Wold. Orthogonal signal correction, wavelet analysis, and multivariate
calibration of complicated process fluorescence data. Analytica Chimica Acta 420
(2):181-195, 2000
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24. N. Sidiropoulos, R. Bro, and G. Giannakis, Parallel Factor Analysis in Sensor Array
Processing, IEEE Trans. on Signal Processing, 48(8), 2377-2388, 2000
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23. N. Sidiropoulos, G. Giannakis,
and R. Bro, Blind PARAFAC Receivers for DS-CDMA Systems, IEEE Trans. on
Signal Processing, 48(3), 810-823, 2000
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22. C. A. Andersson, R. Bro. The N-way Toolbox for
MATLAB. Chemom. Intell.
Lab. Syst. 52 (1),1-4, 2000
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21. C. A. Andersson and R. Bro. Special issue:
Multiway analysis (editorial). Journal of Chemometrics 14 (3):103, 2000
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20. H. A. L. Kiers, J. M. F. ten Berge, R. Bro, PARAFAC2
- Part I. A direct fitting algorithm for the PARAFAC2 model, J. Chemom., 13, 275-294, 1999
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19. N. Sidiropoulos, R. Bro, Mathematical
Programming Algorithms for Regression-based Nonlinear Filtering in R^N, IEEE
Trans. Signal
Processing, 1999, 47, 771-782
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18. A. K. Smilde, R. Tauler, J. Saurina,
R. Bro, Calibration methods for complex second-order data, Anal. Chim. Acta., 1999, (398),
237-251
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17. R. Bro, H. A. L. Kiers, C. A. Andersson, PARAFAC2
- Part II. Modeling chromatographic data with
retention time shifts, J. Chemom., 13, 295-309,
1999
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16. R. Bro, Exploratory study of sugar production
using fluorescence spectroscopy and multi-way analysis, Chemom.
Intell. Lab. Syst., 1999, (46),
133-147
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15. R. Bro, C.A. Andersson, Improving the speed of
multi-way algorithms. Part
I: Compression, Chemom. Intell.
Lab. Syst., 1998, 42, 105-113
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14. C.A. Andersson, R. Bro, Improving the speed of
multi-way algorithms. Part
I: Tucker3, Chemom. Intell.
Lab. Syst., 1998, 42, 93-103
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13. R. Bro,
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12. L. Munck, L. Nørgaard, S. B. Engelsen, R. Bro,
C. A. Andersson, Chemometrics in food science - a demonstration of the
feasibility of a highly exploratory, inductive evaluation strategy of
fundamental scientific significance, Chemom. Intell. Lab. Syst., 1998, 44,
31-60
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11. R. Bro, S. de Jong, A fast non-negativity
constrained least squares algorithm, J. Chemom.,
1997, 11, 393-401
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10. H. Heimdal, R. Bro, L. M. Larsen, L. Poll,
Prediction of polyphenol oxidase activity in model solutions at various
containing various combinations of chlorogenic acid, (-)-epicatechin, O2,
CO2, temperature and pH by multiway data analysis, J. Agri. Food Chem., 1997, 45(7),
2399-2406
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9. C. P. Baron, R. Bro, L. H. Skibsted, H. J.
Andersen, Direct measurement of lipid peroxidation in oil-in-water emulsions
using multiwavelength derivative UV-spectroscopy, J. Agric. Food Chem., 1997, 45(5),
1741-1745
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8. R. Bro, H. A. L. Kiers, Report on the Meeting
"TRICAP: ThRee-way methods in Chemistry and
Psychology, at Lake Chelan, WA, USA, May 4-9, J. Chemom.,
1997, 11, 463-466
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7. R. Bro,
PARAFAC: Tutorial & applications. Chemom. Intell. Lab. Syst., 1997, 38, 149-171
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6. R. Bro, P.R. Mobley, B.R. Kowalski, and J.J. Workman
Jr., Review of Chemometrics Applied to Spectroscopy: 1985-1995, part III:
Multi-way Analysis, Applied Spectroscopy Reviews, 1997, 32, 237-261
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5. P. Seiden, R. Bro, L.
Poll, L. Munck., Exploring fluorescence of apple juice and their connection
to quality parameters by chemometrics, J. Agri. Food Chem., 1996, 44,
3202-3205
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5. R. Bro, H. Heimdal, Enzymatic browning of
vegetables. Calibration and analysis of variance by multi-way methods., Chemom. Intell. Lab. Syst.,1996, 34, 85-102
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4. R. Bro, Multi-way calibration. Multi-linear PLS, J. Chemom., 1996, 10(1), 47-62
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3. P.R. Mobley, B.R. Kowalski, J.J. Workman Jr.,
and, R. Bro, Review of Chemometrics Applied to Spectroscopy: 1985-1995, part
II, Applied Spectroscopy Reviews, 1996, 31, 347
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2. J.J. Workman Jr., P.R. Mobley, B.R. Kowalski and
R. Bro, Review of Chemometrics Applied to Spectroscopy: 1985-1995, part I,
Applied Spectroscopy Reviews, 1996, 31, 73-124
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1. R. Bro, Algorithm for finding an interpretable
simple neural network solution using PLS, J. Chemom.,
1995, 9(5), 423
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Books and
chapters
|
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K. R. Murphy, R. Bro,
and C. A. Stedmon. Chemometric analysis of organic matter fluorescence. In:
Fluorescence Applications in Aquatic Science, edited by A. Baker, P. Coble,
J. Lead, D. Reynolds, and R. Spencer,Cambridge
University Press, 2014, p. 339-376.
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M. D. Plumbley, A. Cichocki, and R.
Bro. Non-negative mixtures. In: Handbook of blind source separation.
Independent component analysis and applications, edited by P. Comon and C. Jutten,Academic Press, 2010, p. 515-547.
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A. Rinnan, L. Nørgaard, F. van den Berg, J. Thygesen,
R. Bro, and S. B. Engelsen. Data
pre-processing. In: Infrared Spectroscopy for Food Quality Analysis and
Control, edited by D. W. Sun, Ireland:Elsevier,
2009.
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G. Tomasi and R.
Bro. Multilinear Models: Iterative Methods. In: Comprehensive Chemometrics,
edited by S. D. Brown, R. Tauler, and B. Walczak, Oxford:Elsevier,
2009, p. 411-451.
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S. B. Engelsen, H. T. Pedersen, and R. Bro. Direct Exponential Curve
Resolution by Slicing. In: Modern Magnetic Resonance , edited by G. A. Webb,
Berlin Heidelberg New York:SPringer, 2006, p.
1823-1830
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A.K. Smilde, R. Bro, P. Geladi,
Multi-way Analysis, J. Wiley & Sons, 2004
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R. Bro, P. I. Hansen, N. Vierick,
M. Dyrby, H. T. Pedersen, and S. B. Engelsen. A
new principle for unique spectral decomposition of 2D NMR data. In: Magnetic
Resonance in Food Science.The Multivariate
Challenge, edited by S. B. Engelsen, P. S. Belton, and H. J. Jakobsen,The Royal Society of Chemistry, 2005, p.
195-203.
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E. Micklander, L. G. Thygesen, H. T. Pedersen, F. van
den Berg, R. Bro, D. N. Rutledge, and S. B.
Engelsen. Multivariate analysis of time domain NMR signals in
relation to food quality. In: Magnetic Resonance in Food Science: Latest
Developments, edited by P. S. Belton, A. M. Gil, G. A. Webb, and D. N.
Rutledge,
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N.D. Sidiropoulos, R. Bro, PARAFAC Techniques for
Separation', in Signal Processing Advances in Communications, (Eds. P.
Stoica, G. Giannakis, Y. Hua, L. Tong),
Prentice-Hall, 2000
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R. Bro, Multi-way Analysis in the Food Industry.
Models, algorithms and Applications,
Ph.D. Thesis,
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R. Bro, Håndbog i Multivariabel Kalibrering,
Copenhagen, Jordbrugsforlaget, 1996
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Reports
|
R. Bro, E. Acar, T. Kolda, Resolving
the Sign Ambiguity in the Singular Value Decomposition, Sandia Report
SAND2007-6422, October 2007.
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S.B. Engelsen, L. Munck, L. Nørgaard, R. Bro, C.A.
Andersson, Chemometrics: A key ingredient for the food industry, Scientific
Computing World, Jul-Aug, 2001, 26-28
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H. H. Nielsen, R. Bro, G. Stefansson, T. Skåra,
Salting and ripening of herring - collection and analysis of research results
and industrial experience within the Nordic countries, TemaNord
1999:578, Nordic Council of Ministers, Copenhagen 1999
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Proceedings
|
R. Bro, P. M. B. Brockhoff, and Thomas Skov. Challenges
for data analysis in flavour science. Flavor
Science: Recent Advances and Trends. W. L. P. Bredie and M. A. Petersen (Eds)
. Elsevier.
619-621, 2006.
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H. T. Pedersen, R. Bro, and S. B. Engelsen. SLICING - A novel approach for unique deconvolution of NMR relaxation
decays. Magnetic Resonance in Food Science: A View to the Future. Anonymous.
Webb GA, Belton PS, Gil AM, and Delgadillo I.
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N.D. Sidiropoulos and R. Bro, On Communication
Diversity for Blind Identifiability and the Uniqueness of Low-Rank
Decomposition of N-way Arrays, in Proc. ICASSP2000, June 5-9, 2000,
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Bro R, Nørgaard L, Three-way methods in chemistry,
Fourth European Symposium on Near Infrared (NIR) Spectroscopy,
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N.D. Sidiropoulos, R. Bro, On Identifiability of the
ESPRIT data model with fewer snapshots than sources, 33rd Asilomar Conference
on Signals, Systems, and Computers, October 24-27, 1999
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Nørgaard L, Bro R, PLS regression in the food
industry. A study of N-PLS regression and variable selection for improving
prediction errors and interpretation, Les Methode
PLS. Symposium International PLS'99, (Tenenhaus, M. and Morineau,
A. Eds.), Cisia-Ceresta, 1999, 187-202
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N.D. Sidiropoulos, R. Bro, User Separation in
DS-CDMA Systems with Unknown Long PN Spreading Codes', in Second IEEE-SPS
Workshop on Signal Processing Advances in Wireless Communications (SPAWC99),
May 9-12, 1999, Annapolis, MD
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Bro R, Kiers HAL,
Qannari EM, A new latent variable model for sensory data, Levnedsmiddelkongres,
Copenhagen, 1999
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R. Bro, N. D. Sidiropoulos, G. B. Giannakis, A fast least squares algorithm for separating
trilinear mixtures, in Proc. ICA99 - Int. Workshop on Independent Component
Analysis and Blind Separation, Jan. 11-15, 1999,
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R. Bro, N. D. Sidiropoulos, G. B. Giannakis, Optimal Joint Azimuth-Elevation and
Signal-Array Response Estimation Using Parallel Factor Analysis, 32nd Asimolar Conf. On Signals, Systems, and Computers, Nov. 1998, Monterey,
CA
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L. Munck, L. Nørgaard, R. Bro, C. A. Andersson, C.
Wittrup, P. W. Hansen, New chemometric multivariate method for an overview of
food processes, Dairy Science and Technology, Proceedings of 25th
International Dairy Congress,
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N. D. Sidiropoulos, G. B. Giannakis,
R. Bro, Deterministic Waveform-Preserving Blind Separation of DSCDMA Signals
Using an Antenna Array, IEEE SP Workshop on Statist. Signal and Array Proc.
304-307, September 1416, 1998, Portland, Oregon
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Sidiropoulos ND,
Bro R, Dynamic Programming Algorithms for a Class of Nonlinear Regression
Problems in R^N, Proc. 1998 IEEE DSP Workshop (DSP98), August, 9-12, Bryce
Canyon National Park, Utah, 1998
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Bro R, Why multi-way?, Levnedsmiddelkongres, København, 1997
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Martens M, Bro R, Multi-way PLS regression:
Cognitive and methodological aspects illustrated with sensory applications,
Third Sensometrics Meeting, 19-21 June,
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L. Nørgaard, R. Bro, C. A. Andersson, L. Munck, O.
Hansen, L. B. Jørgensen, J. Jensen, Chemometrics for process and product control
in the sugar industry, Conf. Sugar Proc. Res.,
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Bro R, Multi-way calibration. Multilinear
PLS, Levnedsmiddelkongres, Lyngby, Denmark, DTU, 1996
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Bro R, Why multi-way?, Gordon Research Conference:
Stat. Chem. Chem. Eng.,
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From 2008 to 2013
- a monthly column on chemometrics in Dansk Kemi together with Lars Nørgaard
and Søren B. Engelsen
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K. Andersen, G. Mortensen, M. Bakman, J. Sørensen, T.
H. Skov, R. Bro, Mælk og sæsonvariation, Mælkeritidende, 2012, 15-16.
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R. Bro, B. Pedersen, Kemometriens
mange muligheder, Aktuel Naturvidenskab, 2012, 2, 28-31
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CM Andersson, R Bro, Nye overvågningsmetoder til ost,
Mælkeritidende, 18, 2008, 422-424
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K Kjeldahl, R Bro, Simpel Bioinformatik,
Mælkeritidende, 13/14, 2008, 324-326
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Highly Cited, ESI
Special Topics, July 2007, Citing URL: http://www.esi-topics.com/fmf/2007/july07-RasmusBro.html
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R Bro, BP Møller, PAT - bedre mad med matematisk magi,
Life festseminar, 2007
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R Bro, CM Andersen, Lys på osten og se dens tilstand,
Ingeniøren, 2-3, 2007
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R. Bro, New
internationally unique PAT education in Copenhagen, Medicon
Valley, 32, 2006
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B Rasmussen, D Stærk, R Bro, JW Jaroszewski,
Plantemetabolomer in action, Lægemiddelforskning,
2006, 4-5
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V.T. Svensen, R. Bro, H. H. Nielsen, S. Volmer, NIR:
optimerer produktionen af gammeldags modnede sild, PlusProces,
2005, 9, 8-10
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B. Rasmussen, R. Bro, 2005, Ny matematik, gamle
præparater - nye muligheder i data mining,
Medicinsk Teknologi, 3, 26-28
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2004, Sept, Portrait in Dansk Kemi, 9, 10-13
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2004, March, Alimenta
27(2), Article "Næse for god lakrids".
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2004, March 29, Article in newspaper "Børsen", "Forskere lancerer
banebrydende screening af fisk".
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C. M. Andersen & R. Bro, Nye spektroskopiske og
kemometriske metoder til overvågning af ost under lagring, Mælkeritidende,
2003, 20, 482-486
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R. Bro, Definition of chemometrics in "Kemi -
Gads Fagleksikon", 2003.
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R. Bro, Definition of chemometrics in "Store
Danske Encyklopædi", 2002
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R. Bro, H. T. Pedersen, and S. B. Engelsen.
Data-SLICING - ny datateknologi for ikke-iterativ multieksponentiel
kurvetilpasning. Dansk Kemi (in Danish) 84 (2):33-35, 2003.
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Kandidatkonference KVL - afholdelse af seminar om
anvendelse af kemomtri, August 2002
|
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A. Thybo, F. van den Berg, R. Bro, Avanceret
kvalitetsovervågning i fødevareproduktionen, Plus Proces, 5, 2001, 6-9.
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R. Bro, Multivejsanalyse - matematisk chromatografi, Dansk Kemi, 82(6-7), 2001, 33-34
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R. Bro, Multivariat
kalibrering, Dansk Kemi, 82(6-7), 2001, 38-41
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R. P. H. Nikolajsen, Å. M. Hansen, R. Bro, Kemometrisk
adskillelse af katekolaminer (In Danish), Dansk
Kemi, 81(2), 2000, 28-31
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Invited talks
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164. Discussant on validation, SSC16, Oslo, Norway, June 18, 2019 |
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163. How to select the number of components, NOFIMA, Norway, June 5, 2019 |
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162. Analyzing GCMS data, University of Nijmegen, May 28, 2019 |
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161. How to handle complex chemical data, University of Genova, Feb 8, 2019 |
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160. Are we getting all the information from our data, Metabomeeting 2018, Nottingham, Dec 17-19 |
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159. Advanced Data Analysis in Chemistry and Life Sciences, University of Granada, Nov 11, 2018 |
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158. The philosophy of chemometrics. DSK-2018. Danish Chemometric Society, Nov 1, 2018, Middelfart, Denmark |
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157. Analyzing complex chemical data, Chr. Hansen, Denmark, Oct 25. |
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156. Using large amount of data in production. Industry 4.0, Mejeriteknisk Selskab, Oct 12, 2018, Billund, Denmark
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155. What new in chemometrics? Foss User Meeting, Denmark, Sept 26, 2018. |
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154. Fluorescence spectroscopy in food production, Nofima, Sept 20, 2018. |
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153. Using (lots of) data, Procter & Gamble, Brussels, Belgium, Sept 13. 2018 |
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152. Handling large amounts of data. Applications in applied fluorescence spectroscopy, 5th int. conf. physics of optical materials and devices, Aug 30, 2018, Dubrovnik, Montenegro |
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151. Machine
learning in chemometrics, CAC 2018, June 29, 2018, Halifax, Canada
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151. Using deep
learning in chemometrics, TRICP2018, Angel Fire, NM, US, Jun 11-15, 2018
150. Tensor data
analysis, University of Granada, Spain, Feb 23, 2018
|
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149. New developments
in chemometrics. Networking meeting with Foss, Hillerød,
Denmark, Feb 9-2018
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148. Why tensors
are so useful in chemistry, Chimiométrie 2018,
Paris, Jan 30-31, 2018
|
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147. Introduction
to chemometrics. Invited workshop, University of Stellenbosch, South Africa,
Jan 21-24, 2018
|
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146. Introduction
to tensor analysis, University of Turin, Italy, Jan 11, 2018
|
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145. Cancer Data
Fusion, Federal University of Pernambuco, Department of Chemical Engineering,
Recife, Brazil, April 11, 2017
|
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144. Tensor
analysis in chemistry, Tensor Theory and Applications Meeting, King’s
Buildings Campus, University of Edinburgh, March 30, 2017
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143. Chemometrics
– get (much) more out of you data, Dupont, DK, Jan 27, 2017
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142. Getting much
more out of untargeted GCMS, DSK.2016, Middelfart,
Nov 4, 2016
|
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141. Using
chemometrics in medicine, Center for Surgical Science, Zealand University
Hospital, Aug 17, 2017
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140. Tensor methods
in biology, Le GDR 720 ISIS (Information, Signal, Image et ViSion), Paris, June 8, 2016
|
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139. Introduction
to chemometrics and spectroscopy, Procter & Gamble, Bruxelles,
June 7, 2016
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138. Inexpensive
screening measurements and advanced data analysis for online food
adulteration detection, IDF/ISO Analytical Week 2016, Cph,
May 29, 2916
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137. Data fusion
in breast cancer detection. Medisinsk informasjonsrevolusjon – fra en gjennomsnittspasient til et individ. Seminar 2. - 3. mai, 2016. Auditoriet på Førde sentralsjukehus,
Norway
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136. Multi-way
analysis in chemistry, Dagstuhl Perspectives Workshop on Tensor Computing for
Internet of Things, April 13, 2016, Germany
|
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135. An
introductory seminar to chemometrics, SALSA Graduate School, Humboldt University,
Nov. 18 2015.
|
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134. Bro R. Data
fusion in cancer research, Workshop on data fusion methods and applications,
Aug 12, 2015, Copenhagen.
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133. Bro R. Speeding
up and automating multi-way models, TRICAP 2015, 31 May - 5 June 2015, Pecol di Zoldo (Belluno) - Italy.
|
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132. Bro R.,
Chemometrics in chemistry and omices, School of
Engineering, University of Edinburgh, April 8, 2015
|
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131. R. Bro, "Chemometrics in Copenhagen",
Workshop di Chemiometria 2015, Roma, 25-27 feb 2015
|
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130. R. Bro,
"Tensor analysis in chemistry and biology", 2015 Winter school,
Search for latent variables: ICA, tensors and NMF, Feb 2-4, 2015, Villard de
Lans, France
|
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129. R. Bro,
"Multi-way analysis in chemistry", Farewell Symposium Pieter
Kroonenberg, Univ. of Leiden, NL, 14-11-2014
|
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128. R. Bro,
"Chemometrics in chromatography", DSK 2014, Nov 7, 2014 Denmark
|
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127. R. Bro,
"Data and gastronomy", the Royal Society International Scientific
Seminar "Computational Gastronomy: Food in the Age of Data", Chicheley Hall, UK, Sept. 29-30, 2014
|
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126. R. Bro.
Metabolomics in screening for colorectal cancer, Cancer Meeting, Bernstorff
Castle, Aug 25-26, 2014
|
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125. R. Bro,
Second-order calibration, COMPSTAT 2014, Geneva, Switzerland, August 19, 2014
|
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124. R. Bro,
Chemometrics. How to get more information out of complex data. Analytica
Conference 2014, April 2.
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123. R. Bro, Chemometrics.
New tools for the chemist, Analytical Conference, celebrating Shell Amsterdams 100 years anniversary, Mar 27-28, 2014
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122. R. Bro.
Chemometrics – Using all the information. Applications in metabonomics
and food quality, University of Aarhus, Chem. Dept., Feb 6, 2014
|
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121. R. Bro, Coclustering, Radboud University Nijmegen, The
Netherlands, May 29, 2013
|
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120. R. Bro, Multivariate data analysis. How to avoid the pitfalls,
CAMO 2013, User Meeting, Berlin, April 18-19, 2013
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119. R. Bro. An
introduction to chemometrics. Extracting more information from your data in a
simple way, Vinca Institute for Nuclear Sciences,
Belgrade, Serbia, Mar 25, 2013
|
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118. R. Bro. Data fusion in cancer diagnostics, SIAM
CSE13, Boston, MA, Mar 1, 2013
|
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117. R. Bro.
Chemometric analysis and fluorescence spectroscopy, Horiba, Edison, NJ, Feb
27, 2013
|
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116. R. Bro. An
introduction to chemometrics, EPA New England, Feb 25, 2013
|
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115. R. Bro. How to
get more out of large data sets – and avoid pitfalls, Chr. Hansen. Jan 29,
2013
|
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114. R.Bro, How chemometrics can help scientists, Universidad Politécnica de Valencia, Spain, Oct. 17, 2012
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113. R.Bro, Tensor models in chemistry, BIT Circus 2012, Numerical
Mathematics and Computational Science, DTU, Denmark, August 23-24, 2012
|
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112. R. Bro, How
to cheat with chemometrics, 8th International conference of the Metabolomics
Society, Washington DC, June 25-28, 2012
|
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111. R. Bro,
Chemometrics - mathematics and statistics in chemistry, Colloquium at
Statistics Dept, University of Chicago, Feb. 6, 2012
|
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110. R Bro,
Introduction to Chemometrics, College Symposium "Chemometrics in Bioeconomy", October 10th, 2011, Sartorius College, Goettingen, Germany
|
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109. R. Bro, Coclustering, 5th Int. Chemometrics Research Meeting,
Sept. 25-29, 2011, Nijmegen, NL
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108. R. Bro, Coclustering, ICRM, Nijmegen, Holland, Sept 30, 2011
|
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107. R. Bro, E. Acar,
N. Sidiropoulos, V. Papalexakis, Coclustering,
SSC12, Billund, Denmark, June 10, 2011
|
|
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106. R. Bro,
Chemometrics - enabling technology and a driver for process analysis, EuroPACT 2011, Glasgow/UK, 26-29 April 2011
|
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105. R. Bro, Data
mining in chemistry, food and medicine, Bogazici
University, Istanbul, Turkey, 17/1, 2011
|
|
|
104. R. Bro,
Common problems in tensor analysis, Workshop on Tensor Decompositions and
Applications (TDA 2010), Sept 13-17, 2010, Monopoli,
Bari, Italy, Organized in cooperation with the Society for Industrial and
Applied Mathematics (SIAM)
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|
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103. R. Bro, An
introduction to chemometrics in analytical chemistry, 10th Danish Symposium
in Analytical Chemistry, Aug. 17, 2010
|
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102. R. Bro, How
linear algebra is used in Life Sciences, LAPACK seminar, UC Berkeley, Aug. 5,
2010
|
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101. R. Bro,
Pitfalls and common mistakes in chemometrics, VII Colloquium Chemiometricum Mediterraneum
(CCM VII), Granada, Spain, June 21-24, 2010
|
|
|
100. R. Bro,
Tensor methods in chemometrics, Dept. Statistics, Stanford, 30/3, 2010
|
|
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99. R. Bro, New
approaches for timely process monitoring, IFPAC, Baltimore, MD, USA, 3/2,
2010.
|
|
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98. R. Bro. Chemometric
tricks. DSK (Danish Chemometric Meeting), January 29, 2010
|
|
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97. R Bro,
Applications of tensor methods in life sciences data, EMMDS 2009. European
Workshop on Challenges in Modern Massive Data Sets, Technical University of
Denmark, July 1–4, 2009
|
|
|
96. R. Bro,
Common mistakes in chemometrics, SSC11, Loen,
Norway, 9-11/6, 2009
|
|
|
95. R. Bro,
Tensor-based regression, 2009 SIAM Conference on Computational Science and
Engineering, Miami, FL, 2-6/3, 2009
|
|
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94. R Bro,
Metabolomics data analysis – simple rules, NuGO and
SYSDIET Metabolomics workshop 2009, Cph. Feb 26.
|
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|
93. R. Bro,
Chemometrics - interesting possibilities, NIST, Gaithersburg, MD, USA, Feb
10, 2009
|
|
|
92. R. Bro,
Recent advances in chemometrics. Problems and solutions, SACS Symposium, Dec.
1 - 5, 2008, Stellenbosch University, South Africa.
|
|
|
91. R. Bro,
Common problems when using multivariate models, Third pan-European PAT
Conference, EuPAT3, Göteborg, Sweden, October 7-8,
2008
|
|
|
90. Rasmus Bro, A
PAT solution in fermentation monitorting, ISPE PAT
CoP, Oct 1, 2008, Malmö, Sweden
|
|
|
89. Rasmus Bro,
Tensor Decompositions Solving Fundamental Problems in Chemistry, 2008 SIAM
Annual Meeting, San Diego, July 7-11, 2008
|
|
|
88. Rasmus Bro, Ny matematik i fødevareindustrien,
Forskningskonference for Folketingets Fødevareudvalg, 16/6/08
|
|
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87. Rasmus Bro,
Chemometrics in PAT, PAT conference, April 1-2, 2008, Copenhagen
|
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86. Rasmus Bro,
New possibilities with multi-way analysis, Università
degli Studi di Genova,
13/2/08
|
|
|
85. Ana Conesa,
Rasmus Bro, Jose Manuel Prats, Karin Kjeldahl, David Montaner and Joaquin Dopazo, Increasing interpretability of the relationship
between transcriptome and phenotype through a multivariate function-based
transformation of gene expression data. CAMDA 2007 Conference, 7th
international conference for the Critical Assessment of Microarray Data
Analysis, 13-14 December 2007, Centro de Investigación
Príncipe Felipe, Valencia, Spain
|
|
|
84. Rasmus Bro,
Exploring Complex Datasets with Chemometrics, 5/12, 2007, Visiting Professor
Seminar, UNSW, Sydney
|
|
|
83. Rasmus Bro,
Exploratory multivariate analysis, Veterinærinstituttet
(DTU), Bülowsvej, Biomarker Proteomics - Potentials
and Pitfalls, 22. nov. 2007
|
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|
82. Rasmus Bro,
Why exploratory multivariate analysis is necessary for exploring complex
biological problems, Department of Molecular and Cellular Medicine.
University of Copenhagen, Nov 20, 2007
|
|
|
81. Rasmus Bro,
Why PAT is needed to achieve product quality, at ECCE6 Special
Symposium: Innovations in Food Technology, Sept. 20, 2007
|
|
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80.
Rasmus Bro, Chemometrics and datamining, Cost Effective Compliance in Future,
The Potentials of Quality by Design and Lean Six Sigma, Ingeniør
huset, Copenhagen, 12 September 2007
|
|
|
79. Charlotte M. Andersen, Mikael A. Petersen,
Rasmus Bro - Causal models of oxidation. Causalities explored by indirect
observation - PLS´07, 5th International symposium on PLS and related methods,
Matforsk, Norway, September 5th - 7th 2007
|
|
|
78. Lars Nørgaard, Florent Baty, Martin Schumacher,
Rasmus Bro - Extended canonical variates analysis compared to selected
multivariate classification methods on two different types of data structures
– spectroscopic and microarray data. Causalities explored by indirect
observation - PLS´07, 5th International symposium on PLS and related methods,
Matforsk, Norway, September 5th - 7th 2007
|
|
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77. Ellen Mosleth Færgestad, Kristian Hovde Liland,
Harald Martens, Rasmus Bro, Frans van den Berg, - The use of n-way data
compression approaches for exploring causality in functional genomics.
Causalities explored by indirect observation - PLS´07, 5th International
symposium on PLS and related methods, Matforsk,
Norway, September 5th - 7th 2007
|
|
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76. Evrim Acar, R. Bro, Understanding epilepsy
seizure structure using tensor decompositions, 6th International Congress on
Industrial and Applied Mathematics, July 16-20, 2007, Switzerland
|
|
|
75. R. Bro, Multivariate informatics for process
understanding and advanced control, EuPAT1 Conference on Scientific Progress
Underpinning Process Analytical Technology (PAT),
|
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74. R Bro, Multi-way analysis in metabonomics,
CAC2006,
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|
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73. R. Bro, Multi-way analysis of bioinformatic
data, Workshop on Algorithms for Modern Massive Data Sets,
|
|
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72. R. Bro, Less used but useful, TRICAP2006,
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|
|
71. JP Wold, F. Lundby, A. Veberg, J. Moan, R.
Bro, "Understanding causes of photooxidation in dairy products by
fluorescence spectroscopy and multivariate curve resolution", Kjemometrisymposiet, 20-22/3/06, Øyer,
Norway
|
|
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70. R. Bro,
"Tensor models in bioinformatics", IMM-DTU seminar, 22-3-06
|
|
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69. R. Bro, "PAT in food science",Workshop-facilitator,
ISPE Nordic PAT Workshop,
|
|
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68. R. Bro, "Master of Science in PAT",
ISPE Nordic PAT Workshop,
|
|
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67. R. Bro, "Nye muligheder med avancerede
sensorer og kemometri", Møde i
Biofarmacisektionen, Dansk Farmaceutisk Selskab, Oct
24, 2005
|
|
|
66. R. Bro, "New tools in metabonomics",
SSC9 conference,
|
|
|
65. R. Bro, "Exploratory Multivariate
Analysis", Unilever Research Lab, CT, July 25, 2005
|
|
|
64. R. Bro, "Multi-Way Analysis of Metabonomics and NMR data: Challenges and New
results", Gordon Research Conference in Statistics in Chemistry and
Chemical Engineering, July 17-22, 2005, Mount Holyoke College, South Hadley,
MA
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|
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63. R. Bro, "Introduction to multi-way
analysis. Applications in food, metabonomics and
chemistry",
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62. R. Bro, "Three-way PLS, Principles and
applications", 1st European user meeting on multivariate data analysis,
28th and 29th April,
|
|
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61. R. Bro, Multi-way analysis in
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|
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60. R. Bro, Multiway analysis in the chemical
sciences,
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|
59. R. Bro, Talk of EAS Award for Achievements
in Chemometrics, The 2004 Eastern Analytical Symposium, November 15 - 18,
|
|
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58. L. Nørgaard, R. Bro, G.
Soletormos, N. Harrit, Chemometrics and fluorescence spectroscopy in breast
cancer diagnosis: A new medicometric technology, The
2004 Eastern Analytical Symposium, November 15 - 18,
|
|
|
57. R Bro, PI Hansen, N Viereck, M Dyrby, HT
Pedersen SB Engelsen, Unique spectral decomposition of 2D NMR data, 7th
International Conference on Application of Magnetic Resonance in Food
Science, 13-15 September 2004,
|
|
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56. R. Bro, Practical Problems and Solutions in
Applied Multiway Analysis, ARCC Tensor Decomposition Workshop,
|
|
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55. R. Bro, Multi-way data analysis - new
possibilities for extracting information from data, La Biocomplexité,
INA P-G, Paris, 15 June, 2004
|
|
|
54. R. Bro, Introduction to Chemometrics, Research
Seminar, Chr. Hansen,
May 26, 2004
|
|
|
53. R. Bro, Introduction to Chemometrics, Research
Seminar, NovoZymes, May 26, 2004
|
|
|
52. R. Bro, Modeling
metabonomic data, two-day workshop on bioinformatics at Matforsk,
N, May 11-12, 2004
|
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51. R. Bro, two-day symposium on chemometrics with
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50. R. Bro, Process Chemometrics, ICE university,
|
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49. R.Bro, Chemometrics, ISPE Copenhagen Conference,
Dec. 2, 2003
|
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48. R. Bro,
Introduction to chemometrics, Presented at Novo Nordisk Seminar, Nov. 24,
2003, Copenhagen
|
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47. R. Bro,
Handling large data sets with chemometrics, Presented at Novo Nordisk
Seminar, Nov. 6, 2003, Copenhagen
|
|
|
46. R. Bro, Multivariate Statistics with the
PLS_Toolbox, Invited course at Nordic MATLAB Conference, 2003 Oct. 22,
|
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45. R. Bro, Three-way analysis, at NMKL New trends
in instrumental food analysis and statistical data evaluation in
|
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44. R. Bro, Applying PARAFAC in complex problems. TRICAP, Lexington (KY),
June 23-27, 2003
|
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43. J Riu, R Bro, Jack-knife estimation of
parameters uncertainty and outlier detection in n-PLS models, Mediterranean
|
|
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42. CM Andersen & R. Bro, Missing values and
scatter in PARAFAC modeling of fluorescence
excitation-emission data. TRICAP, Lexington (KY), June 23-27, 2003
|
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|
41. R. Bro, Chemometrics – what is in it for the
analytical chemist? Analytical Horizons, a symposium to be held in
celebration of the publication of Volume 500 of Analytica Chimica Acta, Ellecom, The Netherlands, 14-16 May 2003
|
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40. R. Bro, Kemometri som et
værktøj i proces- og produktionsanalyse, Mejeriforeningens Forårsseminar,
Mar. 4, 2003, Odense.
|
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39. R. Bro, Introducing Chemometrics, Dansico,
Copenhagen, Feb. 13, 2003
|
|
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38. R. Nikolajsen, K. Booksh, Å. Hansen, R. Bro,
Multi-way models for four-way kinetic fluorimetric
data – quantification of catecholamines. FACSS, 2002, Providence, RI, October 13 - 17, 2002
|
|
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37. Numerical and statistical problems in multi-way
analysis, 3ème Cycle Romand d'Informatique:
Parallel Numerical Linear Algebra and Scientific Computing, 7-8 November,
|
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36. Nye muligheder med multivejs-analyse, 14. Norske Kjemometrisymposium
2002, Gold, Norway, 11-13/3/2002
|
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35. Jack-knife for estimation of standard errors and
outlier detection in e.g. PARAFAC models, ERCIM WG, Matrix computations and
statistics, Second Workshop –
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34. New tailor-made multi-way models, Eastern
Analytical Symposium,
|
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33. Kemometri: baggrund og
muligheder, Selskabet for Analytisk Kemi, Copenhagen, DK, 11/10, 2001
|
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32. Multi-way analysis - A new tool for solving
fundamental model problems in spectroscopy, Chemometrics and Statistics -
DSTS (Danish Society of Theoretical Statistics),
|
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31. Multivariate analysis for advanced quality
monitoring, Procesteknik messen,
Göteborg, S, 4-6-/9, 2001
|
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30. An introduction to chemometrics, iff, industri-farmaceut foreningen, May 22, 2001, Symbion
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29. Kan multivariat analyse
på data fra fiskeindustrien? Presented at the
Workshop: "Kvalitetsdifferentiering - anvendelse af kvalitetsindikatorer
for frossen fisk", DTU, November 7, 2000
|
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28. R. Bro, Multi-way analysis. New possibilities in
process surveillance,
|
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27. N.D. Sidiropoulos and R. Bro, On the Uniqueness
of Low-Rank Decomposition of N-way Arrays, TRICAP'97,
|
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|
26. N.D. Sidiropoulos and R. Bro, On Communication
Diversity for Blind Identifiability and the Uniqueness of Low-Rank
Decomposition of N-way Arrays, in Proc. ICASSP2000, June 5-9, 2000,
|
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25. R. Bro, Three-way methods in chemistry, Fourth
European Symposium on Near Infrared (NIR) Spectroscopy,
|
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24. R. Bro, Analysis of sensory profiling data,
Unilever Research,
|
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23. R. Bro, Matematisk modellering af sensoriske data,
LMC conference, DTU, Lyngby, Denmark, 26-27/2/2000
|
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22. R. Bro, Advanced Calibration Techniques, Dansk
NIR Forum,
|
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21. R. Bro, PLS regression in the food industry. A
study of N-PLS regression and variable selction for
improving prediction errors and interpretation. Les Methode
PLS. Symposium International PLS'99, M. Tenenhaus, A. Morinaeu
(Eds.), Cisia-Ceresta, 1999, 187-202
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20. R. Bro,
Chemometrics - handling large data sets, Biotech Forum 1999, Hewlett-Packard,
1/6/99
|
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19. R. Bro, Multivariate data analysis, Nordic
Network Meeting: Pelagic fish - New possibilities, 27/5/99
|
|
|
18. R. Bro, Introduction to multi-way analysis, 'Væksthuset', Foss Electric A/S, 8/3/99
|
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|
17. R. Bro, Using
constraints in multi-way modeling in chemistry, Vereniging
voor ordinatie en classificatie, Leiden, NL,
26/3/99
|
|
|
16. R. Bro, A new algorithm for fitting the PARAFAC
model, Workshop on multi-way analysis, University of
|
|
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15. R. Bro, En introduktion til kemometri,
Dansk Selskab for Kemometri, 29/10/98
|
|
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14. R. Bro, Using constraints in multi-way modeling in chemistry, VI Conference of the International
Federation of Classification Societies,
|
|
|
13. R. Bro, Multi-way Component and Regression
Models in Chemistry, Discussant at GRC Statistics in Chemistry and Chemical
Engineering Salve Regina University, Newport, Rhode Island, 28/6-3/7/98
|
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|
12. R. Bro, Chemometrics and fluorescence,
EU-Affluence Research Meeting,
|
|
|
11. R. Bro, Solving complicated problems in
chemistry with multiway data analysis,2nd International Chemometrics Research
Meeting (ICRM), The Netherlands,24-28/5/98
|
|
|
10. R. Bro, Multivariate metoder til procesanalyse med eksempler,
ATV-møde, Håndtering af store procesdatamængder i levnedsmiddelindustrien,
KVL, 20/5/98
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9. R. Bro, Klassifikation - teori og eksempler, Identifkationsprøvning - temadag, Dansk Teknologisk
Institut, Århus, 18/5/98
|
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8. R. Bro, M. Qannari, T. Næs, Latent variable
models for sensory profiling data, AIR-CAT Workshop: Statistical modelling of
consumer data,
|
|
|
7. R. Bro & R. A. Harshman, Using constraints in
multi-way analysis, FACSS'97 (The 24th annual conference of the federation of
analytical chemistry and spectroscopy societies),
|
|
|
6. R. Bro, Multi-way signal analysis in chemistry
with examples from fluorescence spectroscopy, flow injection analysis, and
sensory analysis, CCSP Lectures,
|
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|
5. R. Bro, Multi-way analysis,
|
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4. R. Bro, Multi-way analysis,
|
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3. R. Bro, Multiplicative analysis of variance, LMC
workshop on experimental design, June 1997
|
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2. R. Bro, En innføring i flerveis analyse, Norsk
kjemometrisymposium, Voss, Norway, 1997
|
|
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1. R. Bro, Algorithm for a parsimonious and interpretable
neural network solution including an optimally transformed partial least
squares regression (lecture), Nordic Workshop in Chemometrics,
|
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Other presentations
|
List is not
complete
|
|
|
P. de la Mata-Espinosa,
R.Bro, J.M Bosque-Sendra,
L. Cuadros-Rodríguez, F.P. Rodríguez-García, Olive
oil quantification in vegetable oil blends using HPLC-CAD in combination with
chemometric tools, VII Colloquium Chemiometricum Mediterraneum (CCM VII), Granada, Spain, June 21-24, 2010
(oral presentation)
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|
|
A. Gredilla, J.M. Amigo, S. Fdez-Ortiz
de Vallejuelo, R. Bro, A. de Diego, J. M. Madariaga, Comparison of bi and tri-dimensional
multivariate methods in environmental monitoring, VII Colloquium Chemiometricum Mediterraneum
(CCM VII), Granada, Spain, June 21-24, 2010 (oral presentation)
|
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J.M. Amigo, R.
Bro, M. Ostra, C. Ubide and M. Vidal, Flatbed
scanners as a source of image for exploring the quality of
nickel-electroplating deposits, VII Colloquium Chemiometricum
Mediterraneum (CCM VII), Granada, Spain, June
21-24, 2010 (poster)
|
|
|
Ainara Gredilla,
Jose Manuel Amigo, Silvia Fdez-Ortiz de Vallejuelo, Alberto de Diego, Rasmus Bro, Juan Manuel Madariaga, Identification of contamination sources in
estuarine water by multiway data analysis. A case of study: estuary of the nerbioi-ibaizabal river, VII Colloquium Chemiometricum Mediterraneum
(CCM VII), Granada, Spain, June 21-24, 2010 (poster)
|
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P. de la
Mata-Espinosa, R.Bro, J.M. Bosque-Sendra, L. Cuadros-Rodríguez, F.P.
Rodríguez-García, Chemometric approach: triacylgycerides
profiles in vegetable oils by principal component analysis, VII Colloquium Chemiometricum Mediterraneum
(CCM VII), Granada, Spain, June 21-24, 2010 (poster)
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M West-Nørager, R Bro, E Høgdall, C Høgdall, L Nedergaard, NHH
Heegaard, Diagnosis Of Ovarian Cancer By Mass Spectrometry – Getting Closer?
HUBO 2008, 16-20 Aug 2008, Amsterdam, Holland
|
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|
Isaeva, J., Saebo,
S., Wyller, J.A., Liland, K. H., Faergestad, E. M.,
Bro, R., Martens, H., Exploring the parameter properties of the Delta-Notch
model using GEMANOVA on sensory data from generated images, The 9th
International Conference on Systems Biology, ICSB2008, August 2008,
Gothenburg, Sweden.
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José Manuel Amigo, Thomas Skov, Jordi Coello, Santiago Maspoch,
Rasmus Bro, Solving GC-MS problems with PARAFAC2. VI Colloquium Chemometricum Mediterranium,
Saint Maximin, France, Sept 5-7, 2007
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Ellen Mosleth Færgestad, Kristian Hovde Liland,
Harald Martens, Rasmus Bro, Frans van den Berg, - The use of n-way data
compression approaches for exploring causality in functional genomics.
Causalities explored by indirect observation - PLS´07, 5th International
symposium on PLS and related methods, Matforsk,
Norway, September 5th - 7th 2007
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Lars Nørgaard, Florent Baty, Martin Schumacher,
Rasmus Bro - Extended canonical variates analysis compared to selected
multivariate classification methods on two different types of data structures
– spectroscopic and microarray data. Causalities explored by indirect
observation - PLS´07, 5th International symposium on PLS and related methods,
Matforsk, Norway, September 5th - 7th 2007
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Charlotte M. Andersen, Mikael A. Petersen, Rasmus
Bro - Causal models of oxidation. Causalities explored by indirect observation
- PLS´07, 5th International symposium on PLS and related methods, Matforsk, Norway, September 5th - 7th 2007
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Evrim
Acar, R. Bro, Understanding epilepsy seizure structure using tensor
decompositions, 6th International Congress on Industrial and Applied
Mathematics, July 16-20, 2007, Switzerland
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JP. Wold, F. Lundby, R.
Bro, Revealing the causes of photooxidation in dairy products based on
sensory analysis, fluorescence spectroscopy and multivariate curve
resolution, Imagine the senses - 8th Sensometrics
Conference, 2 - 4 August 2006, Ås, Norway
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Tsutomu Ohno and Rasmus Bro, Sorptive Fractionation
of Dissolved Organic Matter: Molecular Weight and Fluorescence Parafac Analysis,
The ASA-CSSA-SSSA International Annual Meetings (November 6-10, 2005),
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V Svensson, HH Nielsen, R Bro, Using Near-Infrared
Spectroscopy to Analyze the Brine from Salted
Herring, 12th International Conference on Near Infrared
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M Cocchi, C Durante, A Marchetti, D Manzini, M Grandi, S Sighinolfi, R. Bro,
Multi-way pls regression applied to the study of variation of HS-SPME/GC
signals and sensory data reflecting the ageing process of Traditional
balsamic vinegars, Poster at CAC-2004,
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MJ Rodríguez-Cuesta, R Boqué.
X Rius, R Bro, Standard error of prediction at low
content level And limit of detection estimation for multivariate and multiway
pls, Poster at CAC-2004, Lisboa, Portugal, Sept
20-23, 2004
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T Skov, R Bro, A new approach for modelling
electronic nose data, Poster at CAC-2004,
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Å Rinnan, J Riu, R Bro, Multi-way prediction in the
presence of uncalibrated interferents, Poster at CAC-2004,
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CB Zachariassen, J Larsen, F vd
Berg, R Bro, SB Engelsen, Novel dilution pectin profiling by DAD UV-VIS and
three-way analysis, Poster at CAC-2004, Lisboa,
Portugal, Sept 20-23,2004
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I.O. López, R. Bro, W.L.P. Bredie, Flavour release
of chewing gum using time-intensity methodology. Comparison of data analyses,
Poster at the 5th Pangborn Sensory Science
Symposium,
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H. H. Nielsen, V.T. Povlsen, Protein content in
brine from salted herring measured by Near-infrared spectroscopy - a possible
fast indicator of ripening, Trans Atlantic
Fisheries Technology Conference, 10-14 June 2003 Reykjavik, Iceland
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Jordi Riu, Rasmus Bro, Jack-knife for estimation of
standard errors and outlier detection, Poster presented at 3rd International
Chemometrics Research Meeting, Veldhoven, 2002
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S.Gourvénec, D.L.Massart, G.Tomasi, R.Bro, C.Durville, E.Di Crescenzo, C.A.Saby, G.Oppenheim, CuBatch: a
software for n-dimensional data analysis, ChemoAC
meeting - 21 & 22 November 2002,
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S.Gourvénec, C.Durville, G.Tomasi, R.Bro, E.Di Crescenzo, D.L.Massart, G.Oppenheim, C.A.Saby, CuBatch: une interface Matlab dédiée à l'analyse de données de type n-modes (multi-way), Chimiométrie
2002 congress, 4 & 5 December 2002, Paris, France
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Barry M. Wise, Harald Martens, Martin Høy, Rasmus
Bro, Per Brockhoff, Calibration Transfer by Generalized Least Squares, Poster
presented at 3rd International Chemometrics Research Meeting, Veldhoven, 2002
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Charlotte M. Andersen, Rasmus Bro, Per Brockhoff,
Application of the measurement error theory for optimising predictions in
case of replicated measurements, Poster presented at 3rd International
Chemometrics Research Meeting, Veldhoven, 2002
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Giorgio Tomasi, Rasmus Bro, Fitting the PARAFAC
model, Poster presented at 3rd International Chemometrics Research Meeting, Veldhoven, 2002
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Jesper Pram Nielsen, Rasmus Bro and Jørgen Larsen,
Application of Fuzzy Logic and Near Infrared Spectroscopy for simplification
of the quality evaluation in the Malting Industry (poster), Levnedsmiddelkongres 2001, Centre for Advanced Food
Studies (LMC), KVL,
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Jordi Riu and Rasmus Bro, Jack-knife estimation of
standard errors and for outlier detection in PARAFAC models (poster), Levnedsmiddelkongres 2001, Centre for Advanced Food
Studies (LMC), KVL, Denmark, January, 2001
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Rasmus Bro, Nicholas D. Sidiropoulos, Age Smilde,
MILES: A general approach to maximum likelihood estimation (talk), SSC7 - 7th
Scandinavian Symposium on Chemometrics,
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Søren Balling Engelsen, Henrik Toft Pedersen, Rasmus
Bro, Rapid and unique curve resolution of low field NMR T2-components (talk),
SSC7 - 7th Scandinavian Symposium on Chemometrics, Copenhagen, August 18-23,
2001
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Charlotte Møller Andersen, Bo Jørgensen, N. Bøknæs, Rasmus Bro, Investigation of the autofluorescence
from cod extracts (poster), SSC7 - 7th Scandinavian Symposium on
Chemometrics, Copenhagen, August 18-23, 2001
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Harald Martens, Frank Westad, Barry M. Wise, Rasmus
Bro, Per Brockhoff, Pre-processing of input data for simplified GLS
modelling, as applied to PLSR (poster), SSC7 - 7th Scandinavian Symposium on
Chemometrics, Copenhagen, August 18-23, 2001
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Harald Martens, Anette Thybo, Rasmus Bro, Magni
Martens, Sampling noise and measurement noise: Two sources of uncertainty in
the assessment of food quality (poster), SSC7 - 7th Scandinavian Symposium on
Chemometrics, Copenhagen, August 18-23, 2001
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Frans van den Berg, Anette Thybo, Rasmus Bro,
Uniaxial compression data for predicting potato quality parameters (poster),
SSC7 - 7th Scandinavian Symposium on Chemometrics, Copenhagen, August 18-23,
2001
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Frans van den Berg, Anette Thybo, Rasmus Bro,
Multiblock models for explorative data mining in food technology (poster),
SSC7 - 7th Scandinavian Symposium on Chemometrics, Copenhagen, August 18-23,
2001
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Barry M. Wise, Harald Martens, Martin Høy, Rasmus Bro,
Per B. Brockhoff, Calibration transfer by generalized least squares (poster),
SSC7 - 7th Scandinavian Symposium on Chemometrics, Copenhagen, August 18-23,
2001
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R. Nikolajsen, A. M. Hansen, K. S. Booksh, R. Bro,
Quantifying catecholamines using multiway modeling
(poster), SSC7 - 7th Scandinavian Symposium on Chemometrics, Copenhagen,
August 18-23, 2001
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Thybo, A.K., van den Berg, F., Bro, R, Predicting
sensory texture quality using full uniaxial compression curves, The 4th Rose
Marie Pangborn Sensory Symposium, Dijon France. July 22-26, 2001
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Andersen, C.M. and Bro, R. Effect of sampling on the
use of NMR measurements on cod fillets. Poster præsenteret ved "Analysedagarna" i Stockholm, 11-14 June 2001
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H. Martens, F. Westad, B. Wise, R. Bro and P. Brockhoff,
Pre-processing of input data for simplified GLS modelling, as applied to a
generalized PLSR (poster), Levnedsmiddelkongres
2001, Centre for Advanced Food Studies (LMC), KVL,
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Anette Thybo, Frans van den Berg, Rasmus Bro, Uniaxial
Compression Data for Predicting Potato Quality Parameters (poster), Levnedsmiddelkongres 2001, Centre for Advanced Food
Studies (LMC), KVL,
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Frans van den Berg, Anette Thybo and Rasmus Bro,
Multiblock Models for Explorative Data Mining in Food Technology (poster), Levnedsmiddelkongres 2001, Centre for Advanced Food
Studies (LMC), KVL,
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Harald Martens, Anette Thybo, Rasmus Bro and Magni
Martens, Sampling noise and measurement noise: Two Sources of Uncertainty in
the Assessment of Food Quality (poster), Levnedsmiddelkongres
2001, Centre for Advanced Food Studies (LMC), KVL,
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Frans van den Berg, Rasmus Bro, Anette Thybo, Henrik
Andersen, Magni Martens, Harald Martens, Torger Børresen, Bo Jørgensen,
Charlotte Møller Andersen, AQM - Advanced Quality Monitoring in the Food
Production Chain (poster), Levnedsmiddelkongres
2001, Centre for Advanced Food Studies (LMC), KVL,
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H. Martens, F. Westad, B. Wise, R. Bro, P.
Brockhoff, Sensometric, 5th meeting July 9-11,
2000,
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Andersen, C.M., Jørgensen, B.M. and Bro, R.
Optimising the sampling of cod fillets. 30th Annual WEFTA Meeting; June 19-22, 2000, Faroe
Islands.
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R. P. Nikolajsen, A. M. Hansen, R. Bro, Attempt to
separate the Fluorescence Spectra of Adrenaline and Noradrenaline Using
Chemometrics, IXth International Symposium on
Luminescence Spectrometry in Biomedical and Environmental Analysis -
Spectroscopic and imaging Detection Techniques", May 15-17, 2000,
Montpellier, France
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N.D. Sidiropoulos, R. Bro, On Identifiability of the
ESPRIT data model with fewer snapshots than sources', 33rd Asilomar
Conference on Signals, systems, and Computers, October 24-27, 1999
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R. Bro, A.K. Smilde, Centering and scaling. Is it
difficult? 6th Scandinavian Symposium in Chemometrics, August 15-19, 1999,
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N.D. Sidiropoulos, R. Bro, User Separation in
DS-CDMA Systems with Unknown Long PN Spreading Codes, in Second IEEE-SPS
Workshop on Signal Processing Advances in Wireless Communications (SPAWC99),
May 9-12, 1999,
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R. Bro, H. A. L. Kiers, E. M. Qannari, A new latent
variable model for sensory data (poster), Levnedsmiddelkongres,
København, 28-29/1/99
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R.
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N.D. Sidiropoulos, G.B. Giannakis,
R. Bro, Deterministic Waveform Preserving Blind Separation of DS-CDMA Signals
Using an Antenna Array, in Proc. 1998 IEEE Workshop on Statistical Signal and
Array Processing (SSAP98), September 14-16,
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R. Bro, H. A. L. Kiers, E. M. Qannaru,
A new latent variable model for sensory data (lecture), 4th Sensometrics Meeting,
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R. Bro, N.D. Sidiropoulos, G.B. Giannakis,
A Fast Least Squares Algorithm for Separating Trilinear Mixtures, in ICA'99 -
Int. Workshop on Independent Component Analysis and Blind Signal Separation,
Jan. 11-15, 1999, Aussois, France, pp. 289-294
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N.D. Sidiropoulos, R. Bro, Dynamic Programming
Algorithms for a Class of Nonlinear Regression Problems in R^N, in Proc. 1998
IEEE DSP Workshop (DSP98), August 9-12, 1998,
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R. Bro, Constraints in multi-way analysis (lecture),
TRICAP'97,
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R. Bro,
Multivariate process control (lecture), Levnedsmiddelkongres,
København, 30-31/1/97
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R. Bro, Why multi-way? (poster), Levnedsmiddelkongres, København,
30-31/1/97
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R. Bro, A model of enzymatic activity (lecture),
Symposium i Anvendt Statistik, DTU, 28-29/1/97
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R. Bro, Kemometri i flere
dimensioner (lecture), Den Store Kemometridag, kemiingeniørgruppen, DIF, Denmark, 26/11/96
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R. Bro, Why multi-way? (poster), Gordon Research
Conference: Stat. Chem.
Chem. Eng.,
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R. Bro, Kemometrisk behandling af komplicerede datasæt
(lecture), 4. Danske Symposium i Analytisk Kemi, Denmark 20-21/8/96
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R. Bro, PARAFAC: A method with yet undiscovered
possibilities? (lecture),
Chemometrics in Analytical Chemistry (CAC'96), Tarragona, Spain, 25-29/6/96
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M. Martens, R. Bro, Multi-way PLS regression:
Cognitive and methodological aspects illustrated with sensory applications
(lecture), Third Sensometric Meeting,
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R. Bro, Nye algoritmer til brug for kvalitetsstyring i
levnedsmiddelindustrien (lecture),
Levnedsmiddelkongres 96, DTU, 24-25/1/96
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R. Bro, Multi-way calibration. Multilinear
PLS (poster), Levnedsmiddelkongres 96, DTU, 24-25/1/96
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R. Bro, Fluorescensmålinger anvendt til processtyring i
sukkerindustrien (lecture), Avancerede Målesystemer
og Databehandling til Proces- og Produktudvikling, BI/LMC, KVL, 4-7/12/95
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R. Bro, Multi-way calibration. Multilinear
PLS (poster), Avancerede Målesystemer og Databehandling til Proces- og
Produktudvikling, BI/LMC, KVL, 4-7/12/95
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T. Leth, R. Bro, The use of mass spectra of picolinyl esters of fatty acids and principal component
analysis for distinguishing between cis- and trans-fatty acids (poster),
AOCS,
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R. Bro, Multi-way calibration. Multilinear PLS
(poster), Gordon Research Conference: Stat. Chem. Chem. Eng., New Hampton, USA, 30/7-5/8/95
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R. Bro, Multi-way calibration. Multi-linear PLS
(lecture), 4th Scandinavian Symposium on Chemometrics,
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R. Bro, Industrial applications of fluorescence methods
(lecture), Innovation in the Food Industry,
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R. Bro, Neurale netværk i kemien (lecture),
Dansk Selskab for Analytisk Kemi, 16/1/95
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R. Bro, Neurale netværk og partial
least squares regression
- to sider af samme sag? (lecture),
Den Store Kemometridag, kemiingeniørgruppen,
DIF, Denmark, 25/10/94
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