course-details-portlet

TKJ4195

Chemometrics, Advanced Course

Credits 7.5
Level Second degree level
Course start Autumn 2010
Duration 1 semester
Language of instruction English
Examination arrangement Oral examination

About

About the course

Course content

The course covers the following subjects: Fourier and wavelet filtering, convolution, deconvolution, numerical differentiation, evolving factor analysis, factor rotation, SIMPLISMA, HELP, rule induction, backpropagation, discriminant partial least squares (DPLS), genetic algorithms, genetic programming, time series analysis (hidden Markov models), N-way methods (PARAFAC, N-way PLSR), Kohonen networks and fuzzy cluster analysis.

Learning outcome

The student should obtain an understanding of and be able to use: preprocessing and denoising of data from chemical instruments, multicomponent methods, supervised and unsupervised classification.

Learning methods and activities

Lectures and exercises. English teaching by request.

Compulsory assignments

  • Exercises

Course materials

Will be introduced at start og lectures.

Credit reductions

Course code Reduction From
KJ3053 3.7 sp
SIK3084 7.5 sp
This course has academic overlap with the courses in the table above. If you take overlapping courses, you will receive a credit reduction in the course where you have the lowest grade. If the grades are the same, the reduction will be applied to the course completed most recently.

Subject areas

  • Physical Chemistry
  • Chemistry
  • Chemometrics
  • Technological subjects

Contact information

Department with academic responsibility

Department of Chemistry

Examination

Examination

Examination arrangement: Oral examination
Grade: Letters

Ordinary examination - Autumn 2010

Oral examination
Weighting 100/100 Date 2010-12-13 Time 09:00

All about examinations at NTNU