79 citations · 370 across the 33 of their papers we have counts for
4 papers · 1 filter
A Metaheuristic Approach for Mining Gradual Patterns
Dickson Odhiambo Owuor, Thomas Runkler, Anne Laurent
Swarm intelligence is a discipline that studies the collective behavior that is produced by local interactions of a group of individuals with each other and with their environment.…
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…
Learning through structure: towards deep neuromorphic knowledge graph embeddings
Victor Caceres Chian, Marcel Hildebrandt, Thomas Runkler +1
Computing latent representations for graph-structured data is an ubiquitous learning task in many industrial and academic applications ranging from molecule synthetization to socia…
Particle Swarm Optimization for Generating Interpretable Fuzzy Reinforcement Learning Policies
Daniel Hein, Alexander Hentschel, Thomas Runkler +1
Fuzzy controllers are efficient and interpretable system controllers for continuous state and action spaces. To date, such controllers have been constructed manually or trained aut…