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
 

EDUCATION HISTORY

1998 Doctoral Candidate, Multi-way Analysis, University of Amsterdam, The Netherlands (Cum Laude)
1994 M.S., Analytical Chemistry, The Technical University, Denmark  

 

FIELDS OF PROFICIENCY 

Chemometrics 
Data Mining

Multivariate Calibration 

Classification
Multi-way Analysis 
Exploratory Analysis 
Experimental Design 
Numerical Analysis 

Spectroscopy

Variable Selection
Metabonomics

Data Compression 
Curve Resolution 
Matlab Programming 
Constrained Regression 
Genetic Algorithms

Feature Selection

Process Analytical Technology

 

AWARDS

- The first Nils Foss Excellence Prize to an active internationally recognized scientist with world class innovative research leading to remarkable improvements in the food supply chain http://bit.ly/2ezbBaQ, 2016.

- The Metabolomics "Best Paper Award". Bro, et. al. (2015) Forecasting individual breast cancer risk using plasma metabolomics and biocontours. Metabolomics 11, 1376. doi:10.1007/S11306-015-0793-8

- Awarded The 10th Herman Wold Gold Medal honoring a person who has contributed significantly to the development and proliferation of chemometrics in research, development and production'in the spirit of Herman Wold', SSC12, Billund, June 9, 2011.

- Awarded by His Royal Highness The Prince's Foundation for individuals who have increased the prestige of Denmark in research. 2011

- Awarded "Top Cited Author in Computational Statistics and Data Analysis 2005-2010" for the paper "A comparison of algorithms for fitting the PARAFAC model, 2006"

- Innovation prize March 2008 at Faculty of Life Sciences for the industrial consortium ODIN

- EAS Award for Achievements in Chemometrics, presented at the 2004 Eastern Analytical Symposium, November 15 - 18, Somerset, NJ

- 2001 Best paper award "Parallel Factor Analysis in Sensor Array Processing", IEEE Trans. Sens. Array Proc., 48(8), August 2001.

- 3rd Elsevier Chemometrics Award 2000 for noteworthy accomplishments in the field of chemometrics by younger scientist, presented in Antwerp

- PhD Cum Laude from Amsterdam University, 1998

- Special award for contribution in making chemometric information available through the Internet, given at SSC5, Finland, 1997.

EMPLOYMENT HISTORY

2008-now    Faculty member, Doctoral School, University, Università Degli Studi Di Modena e Reggio Emilia, Italy

2007-now    Full professor at Copenhagen University, Faculty of Life Sciences

2013-2016    Professor Extraordinary at Stellenbosch Universit, Cape Town, South Africa

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

STAYS ABROAD

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

TEACHING EXPERIENCE

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 

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
 

Supervision MSc

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

34. Nicola Cavallini, Spectroscopic fingerprinting and Multivariate Data Analysis for Light Beer characterization (Modena, I), Oct 2015

33. Cathryn Ann Bordenave, Development of a PAT tool for monitoring an intermediate in the continuous manufacturing of Melitracen HCl, Aug 2015

32. Jesper Kailow Hejselbæk, Comprehensive Beer Flavor Profiling, Oct. 2014

31. Peter Bæk Skou, Analysis of multivariate structured data from dairy fermentations, Sept. 2014

30. Bárbara Tasso de Figueiredo Santos Silva, New sparse modelling tools in flavour research, June 2013

29. Helene Drejer Grejsen, Process Optimisation of a Continuous Butter and Spread Production by in-line Near-Infrared Spectroscopy”, Nov. 2012.

28. Laura Weenink, Process Optimisation of a Continuous Butter and Spread Production by in-line Near-Infrared Spectroscopy”, Nov. 2012

27. Carina Svendsen, Advanced Mathematical Models for exploring and understanding Complex GC-MS Measurements of Fermentations, Oct 2012

26. Louise N. Jespensgaard, Evaluation of an Electronic Tongue in the Pharmaceutical Industry – Performance 25. Evaluation and Sensory Validation of Taste Masking, Sept. 2012

24. Claudia Been, A multivariate approach to observational epidemiology, June 2012

23. Taus Laurent Meincke, Process Chemometrics in Pharmaceutical Manufacturing Development, May, 2011

22. Kristian Jørgensen, NIR in-line monitoring of a medical device manufacturing process, Nov. 2009.

21. Maja Hermann Kamstrup, Process Analytical Technology in the Food and Pharmaceutical Industries, Sept. 2009

20. Lotte Bøge Sørensen, Process Analytical Technology in the Food and Pharmaceutical Industries, Sept. 2009

19. Jonas Thygesen, VOCSY, Nov. 2008

18. Lea Giørtz Johnsen, Profiling of fermented milk, Aug. 2008

17. Kristoffer Laursen, Monitoring of Insulin Fermentation using Process Analytical Technology, Nov. 2007

16. Morten Arendt Rasmussen, Variation in Danish milk, Sept. 2007

15. Erik Flemming Smitshuysen, Cancer detection, July 2006

14. Saqib Akhtar, Detection and monitoring of inclusion bodies using E. coli cells and FT-IR spectroscopy, June 2006

13. Karin Kjeldahl, 2005, Outlier detection in neural networks

12. Rimmy Michan, 2005, Correction of interfering fluorescence in time-resolved Raman Spectroscopy

11. Thomas Glue, 2004, NIR for quality monitoring of salted herring

10. Thomas Skov, 2003, GCMS & Electronic noce for classifying licorice using multiway techniques

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

7. Larkai, Camilla, Ekstrudering af lakrids, 2000
6. Jeppesen, Lotte, Ekstrudering af lakrids, 2000

5. Tomasi, Giorgio, 2000

4. Nielsen, Elsebeth Lea, 1999

3. Andersson, Claus, 1995

2. Würtz, Thomas, 1995, Kapillarelektroforese og kemometri
1. Zachariassen, Christian, Analyse af urenheder i sukker ved HPLC, 1995

 

Supervision PhD
Nicola Cavallini

Rita Monforte

Mohammed Alaoui

 

 

Prior PhD students

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

21. Marie van Maarschalkerweerd, New ways to determine plant nutrient deficiencies using fast spectroscopy, June 10, 2014

20. Karin Kjeldahl, Towards improved biomarker research. Data analytical challenges of high-dimensional biological data, Feb. 5, 2014

19. Lotte Bøge Lyndgaard, Applications of Raman Spectroscopy and Multivariate Data Analysis in Food and Pharmaceutical Sciences, Dec. 16, 2013

18. Maja Hermann Kamstrup-Nielsen, Metabolomics from a chemometric point of view, Nov 25, 2013

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

4. Tomasi, Giorgio, Practical and computational aspects in chemometric data analysis, May 2006
3. Åsmund Rinnan, Application Parafac on Spectral Data, 2004
2. Møller Andersen, Charlotte, New aspects of chemometrics applied to spectroscopy, April 23, 2003

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, University of Burgos, Spain, June 13, 2005

Ph.D. Jakob Christensen, KVL, DK, April 24, 2005

Ph.D. Henk-Jan Ramaker, University of Amsterdam, NL, April, 2004

Ph.D. Eric van Sprang, University of Amsterdam, NL, April, 2004

Ph.D. Gitte Sørensen, The Royal Veterinary & Agricultural University, DK, Feb. 2004

Ph.D. George Robertsson, University of Stockholm , S, Mar. 2001

Ph.D. Westad, Frank, Norway, 2000
Ph.D. Baunsgaard, Dorrit, The Royal Veterinary & Agricultural University, DK, Oct. 2000

 

 

MSc in PAT

2006, developed a new Master of Science in Process Analytical Technology

WEB SERVICES 

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)

RESEARCH PROJECTS (list is not complete)

34 research projects from 1999-2010 with a total sum of 54.6 Mkr (to Faculty of Life Sciences). Projects have been funded by national research foundations as well as private and EU funds. Partners have been national research labs (e.g. AMI, DFU, DJF, Delta, Force, Risø, SSI), private companies (e.g. Arla, Chr. Hansen, Novozymes, Danisco, TotalFinalElf, Unilever, Ferring, Novo, SFK Technology, Nordisk, Einar Villumsen, ChewTech, Qpharma, PBIDansensor, Rockwool, Risø, DTU) and international partners (e.g. Unilever, universities from Brussels, Tarragona, Amsterdam, Crete, Milan, Leuven, Olso Washington, Nottingham).

 

The subjects of the projects have mainly focussed on the use of chemometrics in process analytical technology and metabonomics. A few titles can be mentioned:

 

1998-2001    Development and validation of a method for measurement of stresshormones
1999-2002    Advanced Quality Monitoring in the food production chain
2000-2003    N-way Methods for products quality control and process analysers applied to batch processes (NWAYQUAL)

2001-2003    Optimizing and monitoring processes in the food industri using multy-block, multiway methods 2001 2003
2003-2005    Novel methods for cheese monitoring during storage by use of fluorescence spectroscopy and chemometrics

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

RESEARCH CENTERS HEADED BY RASMUS BRO

2001- . Creator and daily leader of the research consortium ODIN which provides courses, workshops, international contacts and student collaboration. ODIN has the following members: Novozymes, Arla, Dupont, Lundbeck, Chr. Hansen, Einar Willumsen, Ferring, QPharma, Perstorp.

 

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".

 

OFFICIAL DUTIES

Editorial

2008, Invited editor on special issue of Journal of Chemometrics honouring R. A. Harshman

 

2005, Invited editor on special issue of Journal of Chemometrics honouring Luc Massart

 

2005, Invited editor on special issue of Journal of Chemometrics honouring Sijmen de Jong

 

2000, Invited editor on special issue of Journal of Chemometrics on multi-way analysis

 

1999-2012: Editor on Journal of Chemometrics published by John Wiley & Sons

 

1997-1999 On the editorial board of Chemometrics and Intelligent Laboratory Systems published by Elsevier Science

Conferences

Organizing Arctic Analyses II, 2018, Fildur, Iceland, April 16-19, 2018

Scientific committee of SSC15,  Naantali, Finland, June 2017

 

Organizing Mini-Arctic 2016, Groningen, NL, Nov 10-11, 2016

 

In international scientific comittee, CAC Chemometrics in Analytical Chemistry 2014, June, Virginia

 

Organizing Arctic Analyses 2014, Ilulissat, Greenland, March 10-13, 2014

 

Scientific committee of SSC13, Stockholm, Sweden, June 2013

 

Organizing workshop "Data Fusion using Matrix and Tensor Factorizations", SIAM CSE 13, Boston, 2013, Feb 25-Mar 1.

 

Head of scientific committee of SSC12, Billund, Denmark, June 2011

 

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)

 

Organizing Workshop on QbD and PAT at Life, DK, Sept. 8, 2010

 

Organizing AIM Conference on "Computational optimization for tensor decompositions", Mar 29-Apr 2, 2010, Palo Alto, US

 

Organizing of  EuPAT2 Conference on Scientific Progress Underpinning Process Analytical Technology (PAT), Nov 13-14, 2007, Copenhagen

 

In scientific committee of  EuPAT1 Conference on Scientific Progress Underpinning Process Analytical Technology (PAT), Gothenburg , Sweden , Nov 21-22, 2006

 

In scientific committee of TRICAP'2006

 

Arranged "The 1st Meeting on Process Analytical Technologies for graduate students and young researchers", KVL, March 8-9, 2006, 40 participants.

 

Arranged Workshop "Challenges for data analysis methods in flavour science" at Weurman Symposium, June 21, 2005, Roskilde, Denmark

 

Scientific Committee of Weurman Symposium, June 21, 2005, Roskilde, Denmark

 

Organized 6th workshop of the ERCIM Working Group on Matrix Computations and Statistics, April 1-3, 2005, Copenhagen, Denmark

 

Scientific committee of 4rd workshop of the ERCIM Working Group on Matrix Computations and Statistics, September 22-24, 2003, Monopoli (Bari), Italy

 

Scientific committee of 3rd workshop of the ERCIM Working Group on Matrix Computations and Statistics, 9-10 November 2002, Neuchâtel, Switzerland

 

Scientific committee of TRICAP'2003 (Three-way Analysis in Chemistry and Psychology) in Lexington (KY), 2003

 

2002, Nov. 22, Organized "Industriel Kemometri", a workshop with 60 participants presenting industrial problems to a panel of KVL and UvA researchers

 

Organizing Den Store Kemometridag Nov. 22, 2002 in Kolding

 

Organizing TRICAP'2000 (Three-way Analysis in Chemistry and Psychology) in Copenhagen, 2000

 

Organizing Chemometrics Workshop at KVL, Denmark with KVL, PMP center, and Process Analysis, Univ. Amsterdam, 6-7/4, 2000

 

In the organizing committee of 4th Sensometrics Meeting 1998 at KVL, Denmark

Other

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"

 

OTHER ACTIVITIES 

Private consulting

- 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 Umetri AB (1996-1999) 

- 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.

 

PUBLICATIONS

Peer-reviewed papers

 

 

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

 

 

 

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.

 

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.

 

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.

 

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.

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.

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.

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.

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.

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.

 

 

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.

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.

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.

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.

 

 

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.

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.

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.

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.

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.

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.

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.

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.

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

 

 

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.

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.

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.

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.

161. R. Bro and A. K. Smilde. Principal Component Analysis. Analytical Methods 6:2812-2831, 2014.

 

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.

 

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

 

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.

 

 

157. M. Kamstrup-Nielsen, L. G. Johnsen, and Rasmus Bro. Core consistency diagnostic in PARAFAC2. J.Chemom. 27:99-105, 2013.

 

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.

 

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.

 

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.

 

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.

 

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.

 

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.

 

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.

 

149. R. Bro, R. Leardi, and L. G. Johnsen. Solving the sign indeterminacy for multiway models. J.Chemom. 27:70-75, 2013

 

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

 

 

 

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.

 

146. M. A. Rasmussen and R. Bro. A tutorial on the Lasso approach to sparse modeling. Chemom.Intell.Lab.Syst. 119:21-31, 2012

 

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.

 

144. R. Bro, E. E. Papalexakis, E. Acar, and N. D. Sidiropoulos. Coclustering—a useful tool for chemometrics. J.Chemom. 26:256-263, 2012.

 

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.

 

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.

 

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.

 

 

 

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.

 

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.

 

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.

 

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.

 

135. K. Laursen, M. A. Rasmussen, and R. Bro. Comprehensive control charting applied to chromatography. Chemom.Intell.Lab.Syst. 107:215-225, 2011.

 

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.

 

133. R. Bro and M. Vidal. EEMizer: Automated modeling of fluorescence EEM data. Chemom.Intell.Lab.Syst. 106:86-92, 2011.

 

 

 

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.

 

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

 

130. C. M. Andersen and R. Bro. Variable selection in regression—a tutorial. J.Chemom. 24:728-737, 2010.

 

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.

 

128. K. Kjeldahl and R. Bro. Some common misunderstandings in chemometrics. J.Chemom. 24:558-564, 2010.

 

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.

 

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.

 

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.

 

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.

 

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.

 

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.

 

 

 

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.

 

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.

 

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.

 

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.

 

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.

 

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.

 

113. R. Bro and L. Eldén. PLS works. J.Chemom. 23:69-71, 2009.

 

 

 

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.

 

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.

 

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.

 

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.

 

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.

 

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.

 

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

 

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.

 

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.

 

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.

 

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.

 

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.

 

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.

 

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.

 

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.

 

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.

 

 

 

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.

 

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.

 

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.

 

88. Å. Rinnan, J. Riu, and R. Bro. Multi-way prediction in the presence of uncalibrated interferents. J.Chemom. 21:76-86, 2007.

 

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.

 

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.

 

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.

 

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.

 

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. 

 

 

 

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

 

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.

 

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.

 

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.

 

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.

 

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.

 

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.

 

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.

 

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.

 

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 modena. Chemometrics and Chemoinformatics 83:54-65, 2006.

 

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.

 

69. J. Christensen, L. Nørgaard, R. Bro, and S. B. Engelsen. Multivariate Autofluorescence of Intact Food Systems. Chemical Reviews 106 (6):1979-1994, 2006.

 

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.

 

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.

 

66. G. Tomasi and R. Bro. A comparison of algorithms for fitting the PARAFAC model. Comp.Stat.Data Anal. 50:1700-1734, 2006.

 

 

 

65. S. F. Møller, J. v. F. Frese, and R. Bro. Robust methods for multivariate data analysis. J.Chemom. 19:549-563, 2005.

 

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.

 

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.

 

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.

 

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.

 

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.

 

59. T. Skov and R. Bro. A new approach for modelling sensor based data. Sensors And Actuators B Chemical 106 (2):719-729, 2005.

 

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

 

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

 

56. G. Tomasi and R. Bro. PARAFAC and missing values. Chemom.Intell.Lab.Syst. 75:163-180, 2005.

 

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.

 

 

 

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.

 

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.

 

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.

 

51. R. Bro and C. M. Andersen. Theory of net analyte signal vectors in inverse regression. J.Chemom. 17:646-652, 2004.

 

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.

 

 

 

49. S. B. Engelsen and R. Bro. PowerSlicing. Journal of Magnetic Resonance 163 (1):192-197, 2003.

 

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.

 

47. R. Bro, Multivariate calibration.What is in chemometrics for the analytical chemist?, Anal. Chim. Acta, 2004, 2003 (500), 185-190.

 

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

 

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.

 

44. C. M. Andersen and R. Bro. Practical aspects of PARAFAC modelling of fluorescence excitation-emission data, J. Chemom. 2003, 17, 200-215

 

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.

 

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

 

41. R. Bro, A. K. Smilde, Centering and scaling in component analysis, Journal of Chemometrics, 2003, 17, 16-33

 

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

 

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.

 

 

 

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.

 

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.

 

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.

 

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.

 

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.

 

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.

 

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

 

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.

 

 

 

 

 

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.

 

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.

 

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

 

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.

 

 

 

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

 

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

 

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

 

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

 

22. C. A. Andersson, R. Bro. The N-way Toolbox for MATLAB. Chemom. Intell. Lab. Syst. 52 (1),1-4, 2000

 

21. C. A. Andersson and R. Bro. Special issue: Multiway analysis (editorial). Journal of Chemometrics 14 (3):103, 2000

 

 

 

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

 

19. N. Sidiropoulos, R. Bro, Mathematical Programming Algorithms for Regression-based Nonlinear Filtering in R^N, IEEE Trans. Signal Processing, 1999, 47, 771-782

 

18. A. K. Smilde, R. Tauler, J. Saurina, R. Bro, Calibration methods for complex second-order data, Anal. Chim. Acta., 1999, (398), 237-251

 

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

 

16. R. Bro, Exploratory study of sugar production using fluorescence spectroscopy and multi-way analysis, Chemom. Intell. Lab. Syst., 1999, (46), 133-147

 

 

 

15. R. Bro, C.A. Andersson, Improving the speed of multi-way algorithms. Part I: Compression, Chemom. Intell. Lab. Syst., 1998, 42, 105-113

 

14. C.A. Andersson, R. Bro, Improving the speed of multi-way algorithms. Part I: Tucker3, Chemom. Intell. Lab. Syst., 1998, 42, 93-103

 

13. R. Bro, N. Sidiropoulos, Least squares algorithms under unimodality and non-negativity constraints, J. Chemom., 1998, 12, 223-247

 

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

 

 

 

11. R. Bro, S. de Jong, A fast non-negativity constrained least squares algorithm, J. Chemom., 1997, 11, 393-401

 

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

 

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

 

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

 

7. R. Bro, PARAFAC: Tutorial & applications. Chemom. Intell. Lab. Syst., 1997, 38, 149-171

 

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

 

 

 

 

 

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

 

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

 

4. R. Bro, Multi-way calibration. Multi-linear PLS, J. Chemom., 1996, 10(1), 47-62

 

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

 

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

 

 

 

1. R. Bro, Algorithm for finding an interpretable simple neural network solution using PLS, J. Chemom., 1995, 9(5), 423

 

 

Books and chapters

 

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.

 

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.

 

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.

 

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.

 

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

 

A.K. Smilde, R. Bro, P. Geladi, Multi-way Analysis, J. Wiley & Sons, 2004

 

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.

 

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, UK:The Royal Society of Chemistry, 2003, p. 239-254.

 

 

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

 

R. Bro, Multi-way Analysis in the Food Industry. Models, algorithms and Applications, Ph.D. Thesis, University of Amsterdam, The Netherlands, 1998

 

R. Bro, Håndbog i Multivariabel Kalibrering, Copenhagen, Jordbrugsforlaget, 1996

 

 

Reports

R. Bro, E. Acar, T. Kolda, Resolving the Sign Ambiguity in the Singular Value Decomposition, Sandia Report SAND2007-6422, October 2007.

 

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

 

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 

 

 

 

 

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.

 

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. Cambridge:Royal Society of Chemistry. 202-212, 2001

 

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, Istanbul, Turkey

 

Bro R, Nørgaard L, Three-way methods in chemistry, Fourth European Symposium on Near Infrared (NIR) Spectroscopy, Kolding, Denmark, 10-12/5/2000

 

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

 

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

 

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

 

Bro R, Kiers HAL, Qannari EM, A new latent variable model for sensory data, Levnedsmiddelkongres, Copenhagen, 1999

 

Andersson CA, Munck L, Nørgaard L, Engelsen SB, Bro R, Chemometrics in Food Science - A highly feasible evaluation strategy based on exploratory data analysis, Conference on Dairy and Food Science, Copenhagen, LMC, 1998

 

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, Aussois, France

 

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

 

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, Aarhus, Denmark, 21-24 September, 1998

 

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

 

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

 

Bro R, Why multi-way?, Levnedsmiddelkongres, København, 1997

 

Martens M, Bro R, Multi-way PLS regression: Cognitive and methodological aspects illustrated with sensory applications, Third Sensometrics Meeting, 19-21 June, Nantes, France, 1996

 

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., New Orleans, April 1996

 

Bro R, Multi-way calibration. Multilinear PLS, Levnedsmiddelkongres, Lyngby, Denmark, DTU, 1996

 

Bro R, Why multi-way?, Gordon Research Conference: Stat. Chem. Chem. Eng., Oxford, England, 1996

POPULARIZING CHEMOMETRICS

 

From 2008 to now - a monthly column on chemometrics in Dansk Kemi together with Lars Nørgaard and Søren B. Engelsen

 

K. Andersen, G. Mortensen, M. Bakman, J. Sørensen, T. H. Skov, R. Bro, Mælk og sæsonvariation, Mælkeritidende, 2012, 15-16.

 

R. Bro, B. Pedersen, Kemometriens mange muligheder, Aktuel Naturvidenskab, 2012, 2, 28-31

 

CM Andersson, R Bro, Nye overvågningsmetoder til ost, Mælkeritidende, 18, 2008, 422-424

 

K Kjeldahl, R Bro, Simpel Bioinformatik, Mælkeritidende, 13/14, 2008, 324-326

 

Highly Cited, ESI Special Topics, July 2007, Citing URL: http://www.esi-topics.com/fmf/2007/july07-RasmusBro.html

 

R Bro, BP Møller, PAT - bedre mad med matematisk magi, Life festseminar, 2007

 

R Bro, CM Andersen, Lys på osten og se dens tilstand, Ingeniøren, 2-3, 2007

 

R. Bro, New internationally unique PAT education in Copenhagen, Medicon Valley, 32, 2006

 

B Rasmussen, D Stærk, R Bro, JW Jaroszewski, Plantemetabolomer in action, Lægemiddelforskning, 2006, 4-5

 

V.T. Svensen, R. Bro, H. H. Nielsen, S. Volmer, NIR: optimerer produktionen af gammeldags modnede sild, PlusProces, 2005, 9, 8-10

 

B. Rasmussen, R. Bro, 2005, Ny matematik, gamle præparater - nye muligheder i data mining, Medicinsk Teknologi, 3, 26-28

 

2004, Sept, Portrait in Dansk Kemi, 9, 10-13

 

2004, March, Alimenta 27(2), Article "Næse for god lakrids".

 

2004, March 29, Article in newspaper "Børsen", "Forskere lancerer banebrydende screening af fisk".

 

C. M. Andersen & R. Bro, Nye spektroskopiske og kemometriske metoder til overvågning af ost under lagring, Mælkeritidende, 2003, 20, 482-486

 

R. Bro, Definition of chemometrics in "Kemi - Gads Fagleksikon", 2003.

 

R. Bro, Definition of chemometrics in "Store Danske Encyklopædi", 2002

 

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.

 

Kandidatkonference KVL - afholdelse af seminar om anvendelse af kemomtri, August 2002

 

A. Thybo, F. van den Berg, R. Bro, Avanceret kvalitetsovervågning i fødevareproduktionen, Plus Proces, 5, 2001, 6-9.

 

R. Bro, Multivejsanalyse - matematisk chromatografi, Dansk Kemi, 82(6-7), 2001, 33-34

 

R. Bro, Multivariat kalibrering, Dansk Kemi, 82(6-7), 2001, 38-41

 

R. P. H. Nikolajsen, Å. M. Hansen, R. Bro, Kemometrisk adskillelse af katekolaminer (In Danish), Dansk Kemi, 81(2), 2000, 28-31

 

PRESENTATIONS/TALKS

 

Invited talks

 

 

 

 

154. Fluorescence spectroscopy in food production, Nofima, Sept 20, 2018.

 

153. Using (lots of) data, Procter & Gamble, Brussels, Belgium, Sept 13. 2018

 

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

 

151. Machine learning in chemometrics, CAC 2018, June 29, 2018, Halifax, Canada

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

149. New developments in chemometrics. Networking meeting with Foss, Hillerød, Denmark, Feb 9-2018

148. Why tensors are so useful in chemistry, Chimiométrie 2018, Paris, Jan 30-31, 2018

147. Introduction to chemometrics. Invited workshop, University of Stellenbosch, South Africa, Jan 21-24, 2018

146. Introduction to tensor analysis, University of Turin, Italy, Jan 11, 2018

145. Cancer Data Fusion, Federal University of Pernambuco, Department of Chemical Engineering, Recife, Brazil, April 11, 2017

144. Tensor analysis in chemistry, Tensor Theory and Applications Meeting, King’s Buildings Campus, University of Edinburgh, March 30, 2017

 

143. Chemometrics – get (much) more out of you data, Dupont, DK, Jan 27, 2017

142. Getting much more out of untargeted GCMS, DSK.2016, Middelfart, Nov 4, 2016

141. Using chemometrics in medicine, Center for Surgical Science, Zealand University Hospital, Aug 17, 2017

140. Tensor methods in biology, Le GDR 720 ISIS (Information, Signal, Image et ViSion), Paris, June 8, 2016

139. Introduction to chemometrics and spectroscopy, Procter & Gamble, Bruxelles, June 7, 2016

 

138. Inexpensive screening measurements and advanced data analysis for online food adulteration detection, IDF/ISO Analytical Week 2016, Cph, May 29, 2916

137. Data fusion in breast cancer detection. Medisinsk informasjonsrevolusjon – fra en gjennomsnittspasient til et individ. Seminar 2. - 3. mai, 2016. Auditoriet Førde sentralsjukehus, Norway

136. Multi-way analysis in chemistry, Dagstuhl Perspectives Workshop on Tensor Computing for Internet of Things, April 13, 2016, Germany

135. An introductory seminar to chemometrics, SALSA Graduate School, Humboldt University, Nov. 18 2015.

134. Bro R. Data fusion in cancer research, Workshop on data fusion methods and applications, Aug 12, 2015, Copenhagen.

133. Bro R. Speeding up and automating multi-way models, TRICAP 2015, 31 May - 5 June 2015, Pecol di Zoldo (Belluno) - Italy.

132. Bro R., Chemometrics in chemistry and omices, School of Engineering, University of Edinburgh, April 8, 2015

131. R. Bro, "Chemometrics in Copenhagen", Workshop di Chemiometria 2015, Roma, 25-27 feb 2015

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

129. R. Bro, "Multi-way analysis in chemistry", Farewell Symposium Pieter Kroonenberg, Univ. of Leiden, NL, 14-11-2014

128. R. Bro, "Chemometrics in chromatography", DSK 2014, Nov 7, 2014 Denmark

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

126. R. Bro. Metabolomics in screening for colorectal cancer, Cancer Meeting, Bernstorff Castle, Aug 25-26, 2014

125. R. Bro, Second-order calibration, COMPSTAT 2014, Geneva, Switzerland, August 19, 2014

 

124. R. Bro, Chemometrics. How to get more information out of complex data. Analytica Conference 2014, April 2.

 

123. R. Bro, Chemometrics. New tools for the chemist, Analytical Conference, celebrating Shell Amsterdams 100 years anniversary, Mar 27-28, 2014

 

122. R. Bro. Chemometrics – Using all the information. Applications in metabonomics and food quality, University of Aarhus, Chem. Dept., Feb 6, 2014

 

121. R. Bro, Coclustering, Radboud University Nijmegen, The Netherlands, May 29, 2013

 

120. R. Bro, Multivariate data analysis. How to avoid the pitfalls, CAMO 2013, User Meeting, Berlin, April 18-19, 2013

 

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

 

118. R. Bro. Data fusion in cancer diagnostics, SIAM CSE13, Boston, MA, Mar 1, 2013

 

117. R. Bro. Chemometric analysis and fluorescence spectroscopy, Horiba, Edison, NJ, Feb 27, 2013

 

116. R. Bro. An introduction to chemometrics, EPA New England, Feb 25, 2013

 

115. R. Bro. How to get more out of large data sets – and avoid pitfalls, Chr. Hansen. Jan 29, 2013

 

114. R.Bro, How chemometrics can help scientists, Universidad Politécnica de Valencia, Spain, Oct. 17, 2012

 

113. R.Bro, Tensor models in chemistry, BIT Circus 2012, Numerical Mathematics and Computational Science, DTU, Denmark, August 23-24, 2012

 

112. R. Bro, How to cheat with chemometrics, 8th International conference of the Metabolomics Society, Washington DC, June 25-28, 2012

 

111. R. Bro, Chemometrics - mathematics and statistics in chemistry, Colloquium at Statistics Dept, University of Chicago, Feb. 6, 2012

 

110. R Bro, Introduction to Chemometrics, College Symposium "Chemometrics in Bioeconomy", October 10th, 2011, Sartorius College, Goettingen, Germany

 

109. R. Bro, Coclustering, 5th Int. Chemometrics Research Meeting, Sept. 25-29, 2011, Nijmegen, NL

 

108. R. Bro, Coclustering, ICRM, Nijmegen, Holland, Sept 30, 2011

 

107. R. Bro, E. Acar, N. Sidiropoulos, V. Papalexakis, Coclustering, SSC12, Billund, Denmark, June 10, 2011

 

106. R. Bro, Chemometrics - enabling technology and a driver for process analysis, EuroPACT 2011, Glasgow/UK, 26-29 April 2011

 

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)

 

103. R. Bro, An introduction to chemometrics in analytical chemistry, 10th Danish Symposium in Analytical Chemistry, Aug. 17, 2010

 

102. R. Bro, How linear algebra is used in Life Sciences, LAPACK seminar, UC Berkeley, Aug. 5, 2010

 

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

 

99. R. Bro, New approaches for timely process monitoring, IFPAC, Baltimore, MD, USA, 3/2, 2010.

 

98. R. Bro. Chemometric tricks. DSK (Danish Chemometric Meeting), January 29, 2010

 

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

 

94. R Bro, Metabolomics data analysis – simple rules, NuGO and SYSDIET Metabolomics workshop 2009, Cph. Feb 26.

 

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

 

87. Rasmus Bro, Chemometrics in PAT, PAT conference, April 1-2, 2008, Copenhagen

 

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

 

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

 

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

 

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

 

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), Gothenburg, Sweden, Nov 21-22, 2006

 

74. R Bro, Multi-way analysis in metabonomics, CAC2006, Sao Paulo, Brazil, Sept 12-15, 2006

 

73. R. Bro, Multi-way analysis of bioinformatic data, Workshop on Algorithms for Modern Massive Data Sets, Stanford University and Yahoo! Research, June 21–24, 2006

 

72. R. Bro, Less used but useful, TRICAP2006, Crete, Greece, June 5-9. 2006

 

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

 

70. R. Bro, "Tensor models in bioinformatics", IMM-DTU seminar, 22-3-06

 

69. R. Bro, "PAT in food science",Workshop-facilitator, ISPE Nordic PAT Workshop, Copenhagen, , Oct. 28, 2005

 

68. R. Bro, "Master of Science in PAT", ISPE Nordic PAT Workshop, Copenhagen, , Oct. 28, 2005

 

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, Reykavik, Iceland, Aug 22, 2005

 

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

 

63. R. Bro, "Introduction to multi-way analysis. Applications in food, metabonomics and chemistry", University of Burgos, Spain, June 13, 2005

 

62. R. Bro, "Three-way PLS, Principles and applications", 1st European user meeting on multivariate data analysis, 28th and 29th April, Frankfurt, Germany

 

61. R. Bro, Multi-way analysis in Chemometrics, Belgium Chemometric Society, bENBIS-BCS workshop on Multi-Way Analysis, Feb 28, 2005, Leuven, Belgium

 

60. R. Bro, Multiway analysis in the chemical sciences, SIAM conference on Computational Science & Engineering, Feb 12-15, 2005, Orlando, Florida

 

 

59. R. Bro, Talk of EAS Award for Achievements in Chemometrics, The 2004 Eastern Analytical Symposium, November 15 - 18, Somerset, NJ

 

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, Somerset, NJ

 

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, Copenhagen

 

56. R. Bro, Practical Problems and Solutions in Applied Multiway Analysis, ARCC Tensor Decomposition Workshop, AIM Research Conference Center, Palo Alto, CA, July 19-23, 2004

 

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

 

51. R. Bro, two-day symposium on chemometrics with University of Tarragona, April 27-28, 2004

 

50. R. Bro, Process Chemometrics, ICE university, Hillerød, Denmark, 2004, April 16

 

49. R.Bro, Chemometrics, ISPE Copenhagen Conference, Dec. 2, 2003

 

48. R. Bro, Introduction to chemometrics, Presented at Novo Nordisk Seminar, Nov. 24, 2003, Copenhagen

 

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, Copenhagen

 

45. R. Bro, Three-way analysis, at NMKL New trends in instrumental food analysis and statistical data evaluation in Copenhagen, Oct. 13, 2003.

 

44. R. Bro, Applying PARAFAC in complex problems. TRICAP, Lexington (KY), June 23-27, 2003

 

43. J Riu, R Bro, Jack-knife estimation of parameters uncertainty and outlier detection in n-PLS models, Mediterranean Chemometrics Colloquium, Italy, June, 2003

 

42. CM Andersen & R. Bro, Missing values and scatter in PARAFAC modeling of fluorescence excitation-emission data.  TRICAP, Lexington (KY), June 23-27, 2003

 

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

 

40. R. Bro, Kemometri som et værktøj i proces- og produktionsanalyse, Mejeriforeningens Forårsseminar, Mar. 4, 2003, Odense.

 

39. R. Bro, Introducing Chemometrics, Dansico, Copenhagen, Feb. 13, 2003  

 

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

 

37. Numerical and statistical problems in multi-way analysis, 3ème Cycle Romand d'Informatique: Parallel Numerical Linear Algebra and Scientific Computing, 7-8 November, Neuchatel, Switzerland, 2002

 

36. Nye muligheder med multivejs-analyse, 14. Norske Kjemometrisymposium 2002, Gold, Norway, 11-13/3/2002

 

35. Jack-knife for estimation of standard errors and outlier detection in e.g. PARAFAC models, ERCIM WG, Matrix computations and statistics, Second Workshop – Rennes, February 14-15, 2002,

 

34. New tailor-made multi-way models, Eastern Analytical Symposium, Atlanta, USA, 30/9-4/10, 2001 (also chair of chemometrics session)

 

33. Kemometri: baggrund og muligheder, Selskabet for Analytisk Kemi, Copenhagen, DK, 11/10, 2001

 

32. Multi-way analysis - A new tool for solving fundamental model problems in spectroscopy, Chemometrics and Statistics - DSTS (Danish Society of Theoretical Statistics), Copenhagen, DK, 27/9, 2001

 

31. Multivariate analysis for advanced quality monitoring, Procesteknik messen, Göteborg, S, 4-6-/9, 2001

 

30. An introduction to chemometrics, iff, industri-farmaceut foreningen, May 22, 2001, Symbion

 

29. Kan multivariat analyse på data fra fiskeindustrien? Presented at the Workshop: "Kvalitetsdifferentiering - anvendelse af kvalitetsindikatorer for frossen fisk", DTU, November 7, 2000

 

28. R. Bro, Multi-way analysis. New possibilities in process surveillance, Lund University, Industrial seminar on Earlywarning in the industrial processes - a bridge between multivariate statistics and process identification", Sept. 6, 2000

 

27. N.D. Sidiropoulos and R. Bro, On the Uniqueness of Low-Rank Decomposition of N-way Arrays, TRICAP'97, Hvedholm Castle, Denmark, July 16-21, 2000

 

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, Istanbul, Turkey

 

25. R. Bro, Three-way methods in chemistry, Fourth European Symposium on Near Infrared (NIR) Spectroscopy, Kolding, Denmark, 10-12/5/2000

 

24. R. Bro, Analysis of sensory profiling data, Unilever Research, Vlaardingen, The Netherlands, 17/3/2000

 

23. R. Bro, Matematisk modellering af sensoriske data, LMC conference, DTU, Lyngby, Denmark, 26-27/2/2000

 

22. R. Bro, Advanced Calibration Techniques, Dansk NIR Forum, Kolding, 15-16/11/99

 

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

 

20. R. Bro, Chemometrics - handling large data sets, Biotech Forum 1999, Hewlett-Packard, 1/6/99

 

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

 

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 Amsterdam, 20/11/98

 

15. R. Bro, En introduktion til kemometri, Dansk Selskab for Kemometri, 29/10/98

 

14. R. Bro, Using constraints in multi-way modeling in chemistry, VI Conference of the International Federation of Classification Societies, Rome, Italy, 21-24/7/98

 

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

 

12. R. Bro, Chemometrics and fluorescence, EU-Affluence Research Meeting, Denmark, 8-10/6/98

 

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

 

9. R. Bro, Klassifikation - teori og eksempler, Identifkationsprøvning - temadag, Dansk Teknologisk Institut, Århus, 18/5/98 

 

8. R. Bro, M. Qannari, T. Næs, Latent variable models for sensory profiling data, AIR-CAT Workshop: Statistical modelling of consumer data, Geilo, Norway, 4-8/3/98

 

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), Rhode Island, October, 1997

 

6. R. Bro, Multi-way signal analysis in chemistry with examples from fluorescence spectroscopy, flow injection analysis, and sensory analysis, CCSP Lectures, University of Virginia, October 1997

 

5. R. Bro, Multi-way analysis, Stockholm University, Analytical Chemistry, 23/1/97

 

4. R. Bro, Multi-way analysis, Umeå University, Organic Chemistry, 6/3/97

 

3. R. Bro, Multiplicative analysis of variance, LMC workshop on experimental design, June 1997

 

2. R. Bro, En innføring i flerveis analyse, Norsk kjemometrisymposium, Voss, Norway, 1997

 

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, Reykjavik, Iceland, 14/8/94-19/8/94

 

 

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)

 

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)

 

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)

 

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)

 

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

 

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.

 

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

 

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

 

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

 

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

 

Evrim Acar, R. Bro, Understanding epilepsy seizure structure using tensor decompositions, 6th International Congress on Industrial and Applied Mathematics, July 16-20, 2007, Switzerland

 

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

 

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), Salt Lake City, UT

 

V Svensson, HH Nielsen, R Bro, Using Near-Infrared Spectroscopy to Analyze the Brine from Salted Herring, 12th International Conference on Near Infrared Spectroscopy, New Zealand, 10-15 April, 2005

 

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, Lisboa, Portugal, Sept 20-23, 2004

 

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

 

T Skov, R Bro, A new approach for modelling electronic nose data, Poster at CAC-2004, Lisboa, Portugal, Sept 20-23, 2004

 

Å Rinnan, J Riu, R Bro, Multi-way prediction in the presence of uncalibrated interferents, Poster at CAC-2004, Lisboa, Portugal, Sept 20-23, 2004

 

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

 

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, Boston, USA, July 20-24, 2003

 

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

 

Jordi Riu, Rasmus Bro, Jack-knife for estimation of standard errors and outlier detection, Poster presented at 3rd International Chemometrics Research Meeting, Veldhoven, 2002

 

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, Brussel, Belgium

 

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

 

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

 

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

 

Giorgio Tomasi, Rasmus Bro, Fitting the PARAFAC model, Poster presented at 3rd International Chemometrics Research Meeting, Veldhoven, 2002

 

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, Denmark, January, 2002

 

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

 

Rasmus Bro, Nicholas D. Sidiropoulos, Age Smilde, MILES: A general approach to maximum likelihood estimation (talk), SSC7 - 7th Scandinavian Symposium on Chemometrics, Copenhagen, August 18-23, 2001

 

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

 

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

 

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

 

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

 

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

 

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

 

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

 

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

 

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

 

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

 

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, Denmark, January, 2001

 

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, Denmark, January, 2001

 

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, Denmark, January, 2001

 

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, Denmark, January, 2001

 

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, Denmark, January, 2001

 

H. Martens, F. Westad, B. Wise, R. Bro, P. Brockhoff, Sensometric, 5th meeting July 9-11, 2000, Columbia, Missouri, USA

 

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.

 

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

 

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

 

R. Bro, A.K. Smilde, Centering and scaling. Is it difficult? 6th Scandinavian Symposium in Chemometrics, August 15-19, 1999, Porsgrunn, Norway

 

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

 

R. Bro, H. A. L. Kiers, E. M. Qannari, A new latent variable model for sensory data (poster), Levnedsmiddelkongres, København, 28-29/1/99

 

R. Bro, N.D. Sidiropoulos, G.B. Giannakis, Optimal Joint Azimuth-Elevation and Signal-Array Response Estimation Using Parallel Factor Analysis, in 32nd Asilomar Conf. on Signals, Systems, and Computers, Nov. 1998, Monterey, CA

 

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, Portland, Oregon, pp. 304-307

 

R. Bro, H. A. L. Kiers, E. M. Qannaru, A new latent variable model for sensory data (lecture), 4th Sensometrics Meeting, Copenhagen, Denmark, 6-8 August 1998

 

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

 

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, Bryce Canyon National Park, Utah

 

R. Bro, Constraints in multi-way analysis (lecture), TRICAP'97, Manson, WA, USA, May 4-9, 1997

 

R. Bro, Multivariate process control (lecture), Levnedsmiddelkongres, København, 30-31/1/97

 

R. Bro, Why multi-way? (poster), Levnedsmiddelkongres, København, 30-31/1/97

 

R. Bro, A model of enzymatic activity (lecture), Symposium i Anvendt Statistik, DTU, 28-29/1/97

 

R. Bro, Kemometri i flere dimensioner (lecture), Den Store Kemometridag, kemiingeniørgruppen, DIF, Denmark, 26/11/96

 

R. Bro, Why multi-way? (poster), Gordon Research Conference: Stat. Chem. Chem. Eng., Oxford, England, 24-30/8/96

 

R. Bro, Kemometrisk behandling af komplicerede datasæt (lecture), 4. Danske Symposium i Analytisk Kemi, Denmark 20-21/8/96

 

R. Bro, PARAFAC: A method with yet undiscovered possibilities? (lecture), Chemometrics in Analytical Chemistry (CAC'96), Tarragona, Spain, 25-29/6/96

 

M. Martens, R. Bro, Multi-way PLS regression: Cognitive and methodological aspects illustrated with sensory applications (lecture), Third Sensometric Meeting, Nantes, France, 19-21/6/96

 

R. Bro, Nye algoritmer til brug for kvalitetsstyring i levnedsmiddelindustrien (lecture), Levnedsmiddelkongres 96, DTU, 24-25/1/96

 

R. Bro, Multi-way calibration. Multilinear PLS (poster), Levnedsmiddelkongres 96, DTU, 24-25/1/96

 

R. Bro, Fluorescensmålinger anvendt til processtyring i sukkerindustrien (lecture), Avancerede Målesystemer og Databehandling til Proces- og Produktudvikling, BI/LMC, KVL, 4-7/12/95

 

R. Bro, Multi-way calibration. Multilinear PLS (poster), Avancerede Målesystemer og Databehandling til Proces- og Produktudvikling, BI/LMC, KVL, 4-7/12/95

 

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, Texas, 1995

 

R. Bro, Multi-way calibration. Multilinear PLS (poster), Gordon Research Conference: Stat. Chem. Chem. Eng., New Hampton, USA, 30/7-5/8/95

 

R. Bro, Multi-way calibration. Multi-linear PLS (lecture), 4th Scandinavian Symposium on Chemometrics, Lund, Sweden, 12-16/6/95

 

R. Bro, Industrial applications of fluorescence methods (lecture), Innovation in the Food Industry, Turku, Finland. Nordfood conference, 2-4/5/95

 

R. Bro, Neurale netværk i kemien (lecture), Dansk Selskab for Analytisk Kemi, 16/1/95

 

R. Bro, Neurale netværk og partial least squares regression - to sider af samme sag? (lecture), Den Store Kemometridag, kemiingeniørgruppen, DIF, Denmark, 25/10/94