19334910
Proseminar
WiSe 24/25: PS: Methods for the analysis of graphs and networks
Katharina Baum, Pauline Hiort, Pascal Iversen
Comments
The world is complex, and so is its data. Graphs (or networks) are key for the analysis of complex data and in the integration of data layers. They allow mapping and formal investigation of relationships between entities (nodes).
In the course of the seminar, we will explore different computational analysis methods of graphs and networks. We will learn about different types and properties of graphs and how to deal with them in general. In addition, application areas of graphs such as social or biological networks will be discussed.
Examples for specific topics are
- Basic properties of graphs and nodes and how to determine them: shortest paths, centralities, degree distribution, clustering coefficients
- The small-world property of social interaction networks
- Clusters and communities in networks
- Application: Networks for mapping molecular regulations
- Random graphs and their application
- Working with large networks, representative subgraphs
- Modeling information and signal flow in graphs and detecting signal sources
- Nodes as vectors - graph-based embedding methods
16 Class schedule
Regular appointments
Tue, 2024-10-15 16:00 - 18:00
Proseminar: Methoden zur Analyse von Graphen und Netzwerken
Tue, 2024-10-22 16:00 - 18:00
Proseminar: Methoden zur Analyse von Graphen und Netzwerken
Tue, 2024-10-29 16:00 - 18:00
Proseminar: Methoden zur Analyse von Graphen und Netzwerken
Tue, 2024-11-05 16:00 - 18:00
Proseminar: Methoden zur Analyse von Graphen und Netzwerken
Tue, 2024-11-12 16:00 - 18:00
Proseminar: Methoden zur Analyse von Graphen und Netzwerken
Tue, 2024-11-19 16:00 - 18:00
Proseminar: Methoden zur Analyse von Graphen und Netzwerken
Tue, 2024-11-26 16:00 - 18:00
Proseminar: Methoden zur Analyse von Graphen und Netzwerken
Tue, 2024-12-03 16:00 - 18:00
Proseminar: Methoden zur Analyse von Graphen und Netzwerken
Tue, 2024-12-10 16:00 - 18:00
Proseminar: Methoden zur Analyse von Graphen und Netzwerken
Tue, 2024-12-17 16:00 - 18:00
Proseminar: Methoden zur Analyse von Graphen und Netzwerken
Tue, 2025-01-07 16:00 - 18:00
Proseminar: Methoden zur Analyse von Graphen und Netzwerken
Tue, 2025-01-14 16:00 - 18:00
Proseminar: Methoden zur Analyse von Graphen und Netzwerken
Tue, 2025-01-21 16:00 - 18:00
Proseminar: Methoden zur Analyse von Graphen und Netzwerken
Tue, 2025-01-28 16:00 - 18:00
Proseminar: Methoden zur Analyse von Graphen und Netzwerken
Tue, 2025-02-04 16:00 - 18:00
Proseminar: Methoden zur Analyse von Graphen und Netzwerken
Tue, 2025-02-11 16:00 - 18:00
Proseminar: Methoden zur Analyse von Graphen und Netzwerken