K-means algoritam u bioinformatici ; K-means algorithm in bioinformatics

U diplomskom radu predstavljen je k-means algoritam te, na primjeru analize ekspresije gena, njegova primjena u bioinformatici. U tu svrhu prvo smo predstavili potrebne pojmove iz biologije. Na kraju smo predstavili Lloydov algoritam kao jedan od najpoznatijih k-means algoritama. Također, u radu je dana i jedna implementacija Lloydovog algoritma za koju je korišten programski jezik Python. ; In this master’s thesis k-means algorithm is introduced, along its application in bioinformatics with an example of gene expression analysis. To achieve this, the necessary terms and concepts from biology are introduced first. At the end, Lloyd’s algorithm is presented as one of the most popular k-means algorithm. Additionally, one of the possible implementations of Lloyd’s algorithm is given in this thesis, for which programming language Python was used.