All Stories

  1. Fighting Underspecification in Symbolic Regression with Fitness Sharing

    Article • July 2023, ACM (Association for Computing Machinery)

    Fabricio O Franca

  2. Reducing Overparameterization of Symbolic Regression Models with Equality Saturation

    Article • July 2023, ACM (Association for Computing Machinery)

    Fabricio O Franca

  3. HOTGP - Higher-Order Typed Genetic Programming

    Article • July 2023, ACM (Association for Computing Machinery)

    Fabricio O Franca

  4. Transformation-Interaction-Rational representation for Symbolic Regression: a detailed analysis of SRBench results.

    Article • ACM Transactions on Evolutionary Learning and Optimization, May 2023, ACM (Association for Computing Machinery)

    Fabricio O Franca

  5. Interaction-transformation evolutionary algorithm with coefficients optimization

    Article • July 2022, ACM (Association for Computing Machinery)

    Fabricio O Franca

  6. Comparing optimistic and pessimistic constraint evaluation in shape-constrained symbolic regression

    Article • July 2022, ACM (Association for Computing Machinery)

    Fabricio O Franca

  7. Transformation-interaction-rational representation for symbolic regression

    Article • July 2022, ACM (Association for Computing Machinery)

    Fabricio O Franca

  8. Measuring feature importance of symbolic regression models using partial effects

    Article • June 2021, ACM (Association for Computing Machinery)

    Fabricio O Franca

  9. Simulated annealing for symbolic regression

    Article • June 2021, ACM (Association for Computing Machinery)

    Fabricio O Franca

  10. Enhancing perceptrons with contrastive biclusters

    Article • Electronics Letters, October 2016, the Institution of Engineering and Technology (the IET)

    Fabricio O Franca, Dr André Coelho