Density based clustering algorithms (DBSCAN, OPTICSXi, HDBSCAN) explanation on artificial 2D dataset resembling TIE Fighter from Star Wars. Scripts were created during the stay at NII to graphically explain algorithms :
- “Data scientist (fixed-term 6 months) at NII Tokyo, Japan”
08/03/2019 – 03/09/2019
Application of the unsupervised machine learning approaches to network traces (MAWI, Darknet). Generalization and improvement of the hierarchical density-based clustering approach to network measurements interpretation proposed during AIT Vienna internship. - http://pavol-mulinka.eu/
- used for graphical explanation purpose
- included in dissertation thesis