Classification of organisms using nucleotides frequencies

This thesis tries to present different approaches of analysis of genomic data and classification of organisms. This thesis also wants to compare the effectiveness of traditional methods based on the necessity of aligning sequences that are computationally demanding and modern approaches utilizing only the frequencies of individual nucleotides or groups of them in biological sequences