This dissertation is concerned with the development and application of unsupervised machine learning methods in the field of theoretical biophysics and bioinformatics. The machine learning approach offers a powerful framework ...
Most statistical analyses or modelling studies must deal with the discrepancy between the measured aspects of analysed phenomenona and their true nature. Hence, they are often preceded by a step of altering the data ...