Listar Departamento de Informática y Análisis Numérico por autor "53131b58-c59a-4223-869a-e836e11a5941"
Mostrando ítems 1-3 de 3
-
Democratization of advanced models for data science
Barbudo Lunar, Rafael (Universidad de Córdoba, UCOPress, 2024)En las últimas décadas, la mayoría de las empresas y organizaciones han generado y almacenado enormes cantidades de datos procedentes de diversas fuentes como transacciones financieras, interacciones con clientes, registros ... -
GEML: A grammar-based evolutionary machine learning approach for design-pattern detection
Barbudo Lunar, Rafael; Ramírez, Aurora; Servant, Francisco; Romero, José Raúl (Elsevier, 2021)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 blurred among thousands of lines of code. ... -
Grammar-based evolutionary approach for automated workflow composition with domain-specific operators and ensemble diversity
Barbudo Lunar, Rafael; Ramírez, Aurora; Romero, José Raúl (Elsevier, 2024)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 focus is on automating aspects of this ...