In spring and summer 2014 I wrote my Master Thesis at DTU Compute under guidance of Prof. Lars Kai Hansen.
Among other things we tested randomized methods for sampling large data sets, e.g. videos, detecting several kind of features, which in the future could be correlated to EEG-data obtained by previous MSc students.
The thesis was defended on the 19th of September 2014 with the grade 12 (A).
You can read the thesis below and get the commented MATLAB-code. Pay special attention to the README-file.