Areas of Expertise

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AREAS OF EXPERTISE



Corpus provide courses and consulting in various areas where the common factor is data-reduction techniques. We work with spectroscopy- as well as imaging data. We offer courses for essential knowledge ranging from sampling, experimental design to multivariate and hyperspectral  data and image analysis.




MULTIVARIATE DATA ANALYSIS



What to do when you lose overview of your data? Get back in control by multivariate transformation and visualization!


Corpus has a long experience in training and consulting in this area.



EXPERIMENTAL DESIGN


Through an effective way of planning and carrying out experiments, which is called ”The statistical Experimental Design Principle”, the experimenter is given an opportunity of achieving:

  • Optimal results
  • A better choise of parameter settings
  • A better understanding of the process studied
  • Statistical significance of results obtained.




SAMPLING


Guidelines for data sampling and data quality evaluation in analytical and environmental chemistry






HYPERSPECTRAL DATA AND IMAGE ANALYSIS


Cleansea project


http://www.cleansea-project.eu


The EU projects for Corpus has given experience to deal with data-mining for extracting minute signals from complex- and often noisy measurement data, obtained by sensor system(s).



MEDICAL IMAGE ANALYSIS


Multivariate Image Analysis (MIA) has proven to be useful in interpreting complex structures in Magnetic Resonance Imaging (MRI).


Textbook on Multivariate Data Analysis:


Multivariate  Image  Analysis,  P. Geladi and H. Grahn,  Wiley, Chichester, 1996, ISBN 0-471-93001-6.



ANALYTICAL METHODS FOR QUANTITATIVE AND QUALITATIVE CHEMICAL ANALYSIS BASED ON NEAR INFRARED IMAGING AND HYPERSPECTRAL DATA ANALYSIS

Textbook on Hyperspectral Data Analysis:


Grahn H. and Geladi P., (Eds.) (2007) Techniques and Applications of Hyperspectral Image Analysis, John Wiley & Sons, Ltd. Chichester.

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