19 citations · 20 across the 3 of their papers we have counts for
3 papers
Evolving machine learning workflows through interactive AutoML
Rafael Barbudo, Aurora Ramírez, José Raúl Romero
Automatic workflow composition (AWC) is a relevant problem in automated machine learning (AutoML) that allows finding suitable sequences of preprocessing and prediction models toge…
Grammar-based evolutionary approach for automated workflow composition with domain-specific operators and ensemble diversity
Rafael Barbudo, Aurora Ramírez, José Raúl Romero
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…
GEML: A Grammar-based Evolutionary Machine Learning Approach for Design-Pattern Detection
Rafael Barbudo, Aurora Ramírez, Francisco Servant +1
Design patterns (DPs) are recognised as a good practice in software development. However, the lack of appropriate documentation often hampers traceability, and their benefits are b…