Course detail
New trends in the analysis and classification of biomedical data
FEKT-DBT2Acad. year: 2020/2021
Not applicable.
Supervisor
Learning outcomes of the course unit
Not applicable.
Prerequisites
Not applicable.
Co-requisites
Not applicable.
Recommended optional programme components
Not applicable.
Recommended or required reading
Norden E. Huang et al., The empirical mode decomposition and the Hilbert spectrum for nonlinear
and non-stationary time series analysis, Proc. Roy. Soc. London 454 (1998)
903–995. (EN)
Norden E. Huang et al. On Instantaneous Frequency, Advances in Adaptive Data Analysis, World Scientific Publishing Company ,Vol. 1, No. 2 (2009), 177–229 (EN)
Eivind Kvedalen, Signal processing using the Teager Energy Operator and other nonlinear operators, Cand. Scient Thesis, Univ. of Oslo, May 2003. (EN)
Yu-Hsiang Wang, The Tutorial: S Transform, National Taiwan University, Taipei, ROC, 2010, pp. 1-23.
http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.694.8727&rep=rep1&type=pdf
(EN)
Planned learning activities and teaching methods
Teaching methods include lectures and computer laboratories. Course is taking advantage of e-learning system. Students have to write a single project/assignment during the course.
Assesment methods and criteria linked to learning outcomes
Not applicable.
Language of instruction
Czech
Work placements
Not applicable.
Aims
Not applicable.