Publicaciones en colaboración con investigadores/as de Universidad Autónoma de Madrid (18)

2023

  1. Symbolic AI (LFIT) for XAI to handle biases Extending LFIT to numerical domains for explaining Biases in ML

    CEUR Workshop Proceedings

2021

  1. Symbolic AI for XAI: Evaluating LFIT inductive programming for explaining biases in machine learning

    Computers, Vol. 10, Núm. 11

2018

  1. GE and semantics

    Handbook of Grammatical Evolution (Springer International Publishing), pp. 189-218

2013

  1. Different approaches for development tools for natural computers grammar Driven vs. Model driven approaches

    ICAART 2013 - Proceedings of the 5th International Conference on Agents and Artificial Intelligence

2012

  1. Model regularization in coevolutionary architectures evolving straight line code

    Studies in Computational Intelligence

2011

  1. Parallel simulation of NEPs on clusters

    Proceedings - 2011 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2011

  2. Towards the automatic programming of NEPs

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Towards the automatic programming of NEPs

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2010

  1. Coevolutionary architectures with straight line programs for solving the symbolic regression problem

    ICEC 2010 - Proceedings of the International Conference on Evolutionary Computation

  2. The role of keeping "semantic blocks" invariant: Effects in linear genetic programming performance

    ICEC 2010 - Proceedings of the International Conference on Evolutionary Computation

  3. Towards the automatic programming of H systems: JHsys, a java H system simulator

    Advances in Intelligent Systems and Computing

2009

  1. A christiansen grammar for universal splicing systems

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007

  1. Christiansen Grammar evolution for the modelling of psychological processes

    5th International Industrial Simulation Conference 2007, ISC 2007

  2. Christiansen grammar evolution: Grammatical evolution with semantics

    IEEE Transactions on Evolutionary Computation, Vol. 11, Núm. 1, pp. 77-90

2005

  1. A genetic algorithm for solving the p-median problem

    2005 European Simulation and Modelling Conference, ESM 2005 - Proceedings

  2. Attribute grammar evolution

    Lecture Notes in Computer Science

2002

  1. Complex systems in APL: Fractals, evolving cellular automata and artificial life

    Proceedings of the 2002 Conference on APL: Array Processing Languages: Lore, Problems, and Applications, APL-LPA 2002

  2. Parametric 2-dimensional L systems and recursive fractal images: Mandelbrot set, Julia sets and biomorphs

    Computers and Graphics (Pergamon), Vol. 26, Núm. 1, pp. 143-149