Web Analytics Assignments
- Predictive modeling, feature engineering and discrimination awareness
- Discrimination-aware classification; a qualitative comparison, measuring discrimination in algorithmic decision making and bi-clustering
- Exceptional Model Mining vs A/B Testing; implementation-, extension/modification- and evaluation of the beam-search algorithm
- PageRank stability (on evolving graphs) and Community structure on graphs
ADV: Evolving Network Analysis (static and temporal networks) - Temporal Network Wiki Hyperlinks