3 citations · 3 across the 2 of their papers we have counts for
Showing cs.NEShow all
2 papers · 1 filter
cs.NE2022★ 3 cited
On genetic programming representations and fitness functions for interpretable dimensionality reduction
Thomas Uriot, Marco Virgolin, Tanja Alderliesten +1
Dimensionality reduction (DR) is an important technique for data exploration and knowledge discovery. However, most of the main DR methods are either linear (e.g., PCA), do not pro…
cs.NE2020
Safe Crossover of Neural Networks Through Neuron Alignment
Thomas Uriot, Dario Izzo
One of the main and largely unexplored challenges in evolving the weights of neural networks using genetic algorithms is to find a sensible crossover operation between parent netwo…