All Stories

  1. Call for Action: towards the next generation of symbolic regression benchmark

    Article • July 2025, ACM (Association for Computing Machinery)

    Hengzhe Zhang, Alcides Fonseca, Fabricio O Franca

  2. TinyverseGP: Towards a Modular Cross-domain Benchmarking Framework for Genetic Programming

    Article • July 2025, ACM (Association for Computing Machinery)

    Fabricio O Franca

  3. SCRBenchmark: A Benchmarking Library for Shape-Constrained Regression

    Article • July 2025, ACM (Association for Computing Machinery)

    Fabricio O Franca

  4. Improving Genetic Programming for Symbolic Regression with Equality Graphs

    Article • July 2025, ACM (Association for Computing Machinery)

    Fabricio O Franca

  5. rEGGression: an Interactive and Agnostic Tool for the Exploration of Symbolic Regression Models

    Article • July 2025, ACM (Association for Computing Machinery)

    Fabricio O Franca

  6. Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing

    Article • July 2024, ACM (Association for Computing Machinery)

    Fabricio O Franca

  7. Minimum variance threshold for epsilon-lexicase selection

    Article • July 2024, ACM (Association for Computing Machinery)

    Fabricio O Franca

  8. Multiview Symbolic Regression

    Article • July 2024, ACM (Association for Computing Machinery)

    Fabricio O Franca

  9. Comparing Methods for Estimating Marginal Likelihood in Symbolic Regression

    Article • July 2024, ACM (Association for Computing Machinery)

    Fabricio O Franca

  10. Fighting Underspecification in Symbolic Regression with Fitness Sharing

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

    Fabricio O Franca

  11. Reducing Overparameterization of Symbolic Regression Models with Equality Saturation

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

    Fabricio O Franca

  12. HOTGP - Higher-Order Typed Genetic Programming

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

    Fabricio O Franca

  13. 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

  14. Interaction-transformation evolutionary algorithm with coefficients optimization

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

    Fabricio O Franca

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

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

    Fabricio O Franca

  16. Transformation-interaction-rational representation for symbolic regression

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

    Fabricio O Franca

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

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

    Fabricio O Franca

  18. Simulated annealing for symbolic regression

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

    Fabricio O Franca

  19. Enhancing perceptrons with contrastive biclusters

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

    Fabricio O Franca, Dr André Coelho