[HTML][HTML] Grammar-based evolutionary approach for automated workflow composition with domain-specific operators and ensemble diversity

R Barbudo, A Ramírez, JR Romero - Applied Soft Computing, 2024 - Elsevier
The process of extracting valuable and novel insights from raw data involves a series of
complex steps. In the realm of Automated Machine Learning (AutoML), a significant research …

Grammar-based evolutionary approach for automatic workflow composition with open preprocessing sequence

R Barbudo, S Ventura, JR Romero - International Conference on Soft …, 2021 - Springer
Abstract Knowledge discovery is a complex process involving several phases. Some of them
are repetitive and time-consuming, so they are susceptible of being automated. As an …