All Stories

  1. Assess and Summarize: Improve Outage Understanding with Large Language Models

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

    Federica Sarro

  2. Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey

    Article • ACM Journal on Responsible Computing, November 2023, ACM (Association for Computing Machinery)

    Federica Sarro

  3. MEG: Multi-objective Ensemble Generation for Software Defect Prediction (HOP GECCO'23)

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

    Federica Sarro

  4. Multi-objective Search for Gender-fair and Semantically Correct Word Embeddings (HOP GECCO'23)

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

    Federica Sarro

  5. Who Judges the Judge: An Empirical Study on Online Judge Tests

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

    Federica Sarro

  6. Automated Optimisation of Modern Software System Properties

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

    Federica Sarro

  7. A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning Classifiers

    Article • ACM Transactions on Software Engineering and Methodology, February 2023, ACM (Association for Computing Machinery)

    Federica Sarro

  8. MAAT: a novel ensemble approach to addressing fairness and performance bugs for machine learning software

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

    Federica Sarro

  9. On the Relationship Between Story Points and Development Effort in Agile Open-Source Software

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

    Federica Sarro

  10. MEG: Multi-objective Ensemble Generation for Software Defect Prediction

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

    Federica Sarro

  11. On the use of evaluation measures for defect prediction studies

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

    Federica Sarro

  12. Py2Cy

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

    Federica Sarro

  13. A versatile dataset of agile open source software projects

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

    Federica Sarro

  14. Green AI

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

    Federica Sarro

  15. Privileged and unprivileged groups

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

    Federica Sarro

  16. Did You Do Your Homework? Raising Awareness on Software Fairness and Discrimination

    Article • November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Federica Sarro

  17. Diversifying Focused Testing for Unit Testing

    Article • ACM Transactions on Software Engineering and Methodology, October 2021, ACM (Association for Computing Machinery)

    Federica Sarro

  18. Fairea: a model behaviour mutation approach to benchmarking bias mitigation methods

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

    Federica Sarro

  19. The effect of offspring population size on NSGA-II

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

    Federica Sarro

  20. Enhancing Genetic Improvement of Software with Regression Test Selection

    Article • May 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Federica Sarro

  21. Artifact for Enhancing Genetic Improvement of Software with Regression Test Selection

    Article • May 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Federica Sarro

  22. FrUITeR: a framework for evaluating UI test reuse

    Article • November 2020, ACM (Association for Computing Machinery)

    Federica Sarro

  23. A new approach to distribute MOEA pareto front computation

    Article • July 2020, ACM (Association for Computing Machinery)

    Federica Sarro

  24. Optimising word embeddings with search-based approaches

    Article • July 2020, ACM (Association for Computing Machinery)

    Federica Sarro

  25. The importance of accounting for real-world labelling when predicting software vulnerabilities

    Article • August 2019, ACM (Association for Computing Machinery)

    Dr Mike PAPADAKIS, Federica Sarro

  26. Some challenges for software testing research (invited talk paper)

    Article • July 2019, ACM (Association for Computing Machinery)

    Federica Sarro

  27. Comparing the effectiveness of three parallelisation approaches for genetic algorithms

    Article • Evolutionary Computation, December 2018, The MIT Press

    Pasquale Salza, Filomena Ferrucci, Federica Sarro

  28. Linear Programming as a Baseline for Software Effort Estimation

    Article • ACM Transactions on Software Engineering and Methodology, October 2018, ACM (Association for Computing Machinery)

    Federica Sarro

  29. Multi-objective software effort estimation

    Article • May 2016, ACM (Association for Computing Machinery)

    Federica Sarro

  30. A parallel genetic algorithms framework based on Hadoop MapReduce

    Article • April 2015, ACM (Association for Computing Machinery)

    Filomena Ferrucci, Federica Sarro

  31. The plastic surgery hypothesis

    Article • January 2014, ACM (Association for Computing Machinery)

    Federica Sarro