1 citations · 1 across the 3 of their papers we have counts for
3 papers
Automatic selection of primary studies in systematic reviews with evolutionary rule-based classification
José de la Torre-López, Aurora Ramírez, José Raúl Romero
Searching, filtering and analysing scientific literature are time-consuming tasks when performing a systematic literature review. With the rise of artificial intelligence, some ste…
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…