Tensor models in bioinformatics | Multilinear PLS regression | Metabonomics | |
Talk on tensors given at Workshop on Algorithms for Modern Massive Data Sets, Stanford University, June 21–24, 2006 | Talk on N-PLS given at CAMO user meeting, April 2005 | Talk from SSC9 August 2005 in Iceland |
Multilinear analysis in chemistry, SIAM 2005, Orlando | Unique Spectral decomposition of high resolution NMR | EAS 2004 Award talk |
Multiway analysis applied in the chemical sciences, talk presented at SIAM Conference on Computational Science & Engineering | PARAFAC model of DOSY data (presented at 7th International Conference on Application of Magnetic Resonance in Food Science, 13-15 September 2004, Copenhagen | Presented at EAS 2004, NJ, on occasion of the EAS chemometric award |
COMFAC | Chemometrics | Sensory models |
A new algorithm for fitting the trilinear PARAFAC model (also for complex-valued parameters) | An introduction to chemometrics (in Danish!) | A presentation of a new generalized model (IndSens) for sensory data |
Multi-way analysis I | Multi-way analysis II | PARAFAC |
Introduction to multi-way analysis part I | Introduction to multi-way analysis part II | A tutorial on PARAFAC analysis |
N-PLS | Multilinear PLS regression | Thesis |
A description of the multi-way version of partial least squares regression | Talk presented at Paris 1999 | A thesis on advanced multi-way analysis (PDF format and huge!) |
NIR 2000 | Handbook in Chemometrics | MILES - simple general algorithm for maximum likelihood fitting |
Talk given at 4th European Symposium on Near InfraRed (NIR) Spectroscopy Integration in Process Control, 10-12 May 2000, Kolding, Denmark | Danish text-book on chemometrics | Presentation given at SSC7 in August 2001 (see report as well). |
Centering and scaling | ||
Paper presented at SSC6 and to be published in Journal of Chemometrics |
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© Food Technology, Dairy and Food Science, Royal Vet. and Agricultural University, Denmark, 1999