A new algorithm for Subgroup Set Discovery based on Information Gain

no code implementations • 26 Jul 2023 • Daniel Gómez-Bravo, Aaron García, Guillermo Vigueras, Belén Ríos, Alejandro Rodríguez-González

Thus, patterns provided by IGSD show better agreement with experts than patterns obtained by FSSD and SSD++ algorithms.

General Knowledge Subgroup Discovery

Towards Automatic Learning of Heuristics for Mechanical Transformations of Procedural Code

1 code implementation • 25 Jan 2017 • Guillermo Vigueras, Manuel Carro, Salvador Tamarit, Julio Mariño

Program transformation systems require the definition of efficient transformation strategies to tackle the combinatorial problem that emerges due to the large set of transformations applicable at each step of the process.

Towards a Semantics-Aware Code Transformation Toolchain for Heterogeneous Systems

no code implementations • 12 Jan 2017 • Salvador Tamarit, Julio Mariño, Guillermo Vigueras, Manuel Carro

Obtaining good performance when programming heterogeneous computing platforms poses significant challenges.

Programming Languages Distributed, Parallel, and Cluster Computing Software Engineering C.1.3; D.3.4; I.2.2