From time series to complex networks: Potential pitfalls and remedies
- Date
- Dec 4, 2012
- Time
- 11:00 AM - 12:00 PM
- Speaker
- Stephan Bialonski
- Affiliation
- University of Bonn
- Language
- en
- Main Topic
- Physik
- Other Topics
- Physik
- Host
- Holger Kantz
- Description
- Concepts from network theory promise to advance our understanding of the dynamics of complex systems. From the network perspective, complex systems are considered to be composed of subsystems (nodes) which interact with each other (represented by a link) or not (no link). To infer such interaction networks from spatially extended natural systems, links are usually derived from empirical data using time series analysis techniques and nodes are identified with sensors capturing the dynamics of subsystems. We will discuss important assumptions underlying the network approach and focus on potential pitfalls and remedies.
Last modified: Dec 4, 2012, 8:53:16 AM
Location
Max-Planck-Institut für Physik komplexer Systeme (Room 1D1)Nöthnitzer Straße3801187Dresden
- Phone
- + 49 (0)351 871 0
- MPI-PKS
- Homepage
- http://www.mpipks-dresden.mpg.de
Organizer
Max-Planck-Institut für Physik komplexer SystemeNöthnitzer Straße3801187Dresden
- Phone
- + 49 (0)351 871 0
- MPI-PKS
- Homepage
- http://www.mpipks-dresden.mpg.de
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