4 papers
Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair and Explainable Automatic Recruitment
Alfonso Ortega, Julian Fierrez, Aythami Morales +2
Machine learning methods are growing in relevance for biometrics and personal information processing in domains such as forensics, e-health, recruitment, and e-learning. In these d…
Overcoming Problems in the Measurement of Biological Complexity
Manuel Cebrian, Manuel Alfonseca, Alfonso Ortega
In a genetic algorithm, fluctuations of the entropy of a genome over time are interpreted as fluctuations of the information that the genome's organism is storing about its environ…
Grammatical Evolution with Restarts for Fast Fractal Generation
Manuel Cebrian, Manuel Alfonseca, Alfonso Ortega
In a previous work, the authors proposed a Grammatical Evolution algorithm to automatically generate Lindenmayer Systems which represent fractal curves with a pre-determined fracta…
Automatic Generation of Benchmarks for Plagiarism Detection Tools using Grammatical Evolution
Manuel Cebrian, Manuel Alfonseca, Alfonso Ortega
This paper has been withdrawn by the authors due to a major rewriting.