28 citations · 91 across the 19 of their papers we have counts for
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cs.AI2018
On the performance of multi-objective estimation of distribution algorithms for combinatorial problems
Marcella S. R. Martins, Mohamed El Yafrani, Roberto Santana +3
Fitness landscape analysis investigates features with a high influence on the performance of optimization algorithms, aiming to take advantage of the addressed problem characterist…
cs.LG2018★ 3 cited
Towards a more efficient representation of imputation operators in TPOT
Unai Garciarena, Alexander Mendiburu, Roberto Santana
Automated Machine Learning encompasses a set of meta-algorithms intended to design and apply machine learning techniques (e.g., model selection, hyperparameter tuning, model assess…