Master Thesis#
The work included:
- Developing a custom implementation of the Node2vec algorithm with time awareness tailored for small-world networks.
- Conducting extensive experiments applying the algorithm to various real-world transactional datasets, including traditional banking data and blockchain-based cryptocurrency transactions.
- Evaluating similar algorithms using standard benchmarks.
- Applying the algorithm to detect fraudulent schemes (such as pyramids, Ponzi schemes, and others) within the transactional graph.