18 citations · 34 across the 5 of their papers we have counts for
6 papers
Universal self-similarity of hierarchical communities formed through a general self-organizing principle
Shruti Tandon, Nidhi Dilip Sonwane, Tobias Braun +3
Emergence of self-similarity in hierarchical community structures is ubiquitous in complex systems. Yet, there is a dearth of universal quantification and general principles descri…
Revealing recurrent regimes of mid-latitude atmospheric variability using novel machine learning method
Dmitry Mukhin, Abdel Hannachi, Tobias Braun +1
The low frequency variability of the extratropical atmosphere involves hemispheric-scale recurring, often persistent, states known as teleconnection patterns or regimes, which can…
Realtime Spectrum Monitoring via Reinforcement Learning -- A Comparison Between Q-Learning and Heuristic Methods
Tobias Braun, Tobias Korzyzkowske, Larissa Putzar +2
Due to technological advances in the field of radio technology and its availability, the number of interference signals in the radio spectrum is continuously increasing. Interferen…
Recurrence flow measure of nonlinear dependence
Tobias Braun, K. Hauke Kraemer, Norbert Marwan
Couplings in complex real-world systems are often nonlinear and scale-dependent. In many cases, it is crucial to consider a multitude of interlinked variables and the strengths of…
Sampling rate-corrected analysis of irregularly sampled time series
Tobias Braun, Cinthya N. Fernandez, Deniz Eroglu +3
The analysis of irregularly sampled time series remains a challenging task requiring methods that account for continuous and abrupt changes of sampling resolution without introduci…
Visually Connecting Historical Figures Through Event Knowledge Graphs
Shahid Latif, Shivam Agarwal, Simon Gottschalk +7
Knowledge graphs store information about historical figures and their relationships indirectly through shared events. We developed a visualization system, VisKonnect, for analyzing…