43 citations · 227 across the 23 of their papers we have counts for
4 papers · 1 filter
Detection, Explanation and Filtering of Cyber Attacks Combining Symbolic and Sub-Symbolic Methods
Anna Himmelhuber, Dominik Dold, Stephan Grimm +2
Machine learning (ML) on graph-structured data has recently received deepened interest in the context of intrusion detection in the cybersecurity domain. Due to the increasing amou…
Neuro-symbolic computing with spiking neural networks
Dominik Dold, Josep Soler Garrido, Victor Caceres Chian +2
Knowledge graphs are an expressive and widely used data structure due to their ability to integrate data from different domains in a sensible and machine-readable way. Thus, they c…
Relational representation learning with spike trains
Dominik Dold
Relational representation learning has lately received an increase in interest due to its flexibility in modeling a variety of systems like interacting particles, materials and ind…
Evaluating the feasibility of interpretable machine learning for globular cluster detection
Dominik Dold, Katja Fahrion
Extragalactic globular clusters (GCs) are important tracers of galaxy formation and evolution. Obtaining GC catalogues from photometric data involves several steps which will likel…