All Stories

  1. Learning Semantics-aware Search Operators for Genetic Programming

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

    Krzysztof Krawiec

  2. Guiding Genetic Programming with Graph Neural Networks

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

    Krzysztof Krawiec

  3. Synthesizing Effective Diagnostic Models from Small Samples using Structural Machine Learning: a Case Study in Automating COVID-19 Diagnosis

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

    Krzysztof Krawiec

  4. Compositional genetic programming for symbolic regression

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

    Krzysztof Krawiec

  5. Solving complex problems with coevolutionary algorithms

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

    Krzysztof Krawiec, Malcolm Heywood

  6. Semantic genetic programming

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

    Krzysztof Krawiec

  7. Stochastic program synthesis via recursion schemes

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

    Krzysztof Krawiec

  8. Solving complex problems with coevolutionary algorithms

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

    Krzysztof Krawiec, Malcolm Heywood

  9. Counterexample-Driven Genetic Programming: Heuristic Program Synthesis from Formal Specifications

    Article • Evolutionary Computation, September 2018, The MIT Press

    Krzysztof Krawiec

  10. Neuro-guided genetic programming

    Article • July 2018, ACM (Association for Computing Machinery)

    Krzysztof Krawiec

  11. Neural estimation of interaction outcomes

    Article • July 2018, ACM (Association for Computing Machinery)

    Krzysztof Krawiec

  12. Adaptive Test Selection for Factorization-based Surrogate Fitness in Genetic Programming

    Article • December 2017, De Gruyter

    Krzysztof Krawiec

  13. Exploring complex and big data

    Article • International Journal of Applied Mathematics and Computer Science, December 2017, De Gruyter

    Krzysztof Krawiec, Robert Wrembel

  14. Online Discovery of Search Objectives for Test-Based Problems

    Article • Evolutionary Computation, September 2017, The MIT Press

    Krzysztof Krawiec

  15. Competent Geometric Semantic Genetic Programming for Symbolic Regression and Boolean Function Synthesis

    Article • Evolutionary Computation, February 2017, The MIT Press

    Krzysztof Krawiec

  16. Polytypic Genetic Programming

    Article • January 2017, Springer Science + Business Media

    Krzysztof Krawiec

  17. The performance profile: A multi–criteria performance evaluation method for test–based problems

    Article • International Journal of Applied Mathematics and Computer Science, January 2016, De Gruyter

    Krzysztof Krawiec

  18. Evolutionary Feature Selection and Construction

    Article • January 2016, Springer Science + Business Media

    Krzysztof Krawiec

  19. Behavioral Program Synthesis with Genetic Programming

    Article • January 2016, Springer Science + Business Media

    Krzysztof Krawiec

  20. Semantic Genetic Programming

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

    Krzysztof Krawiec

  21. Semantic Geometric Initialization

    Article • January 2016, Springer Science + Business Media

    Krzysztof Krawiec

  22. An Integrated Approach to Stage 1 Breast Cancer Detection

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

    Krzysztof Krawiec

  23. High-Dimensional Function Approximation for Knowledge-Free Reinforcement Learning

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

    Krzysztof Krawiec

  24. Genetic Programming for Estimation of Heat Flux between the Atmosphere and Sea Ice in Polar Regions

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

    Krzysztof Krawiec

  25. Comparison of Semantic-aware Selection Methods in Genetic Programming

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

    Krzysztof Krawiec

  26. Semantic Genetic Programming

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

    Krzysztof Krawiec

  27. Solving Complex Problems with Coevolutionary Algorithms

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

    Krzysztof Krawiec, Malcolm Heywood

  28. Metaheuristic design pattern

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

    Krzysztof Krawiec

  29. Behavioral Search Drivers for Genetic Programing

    Article • January 2014, Springer Science + Business Media

    Krzysztof Krawiec

  30. Locally geometric semantic crossover

    Article • July 2012, ACM (Association for Computing Machinery)

    Krzysztof Krawiec

  31. Medial Crossovers for Genetic Programming

    Article • January 2012, Springer Science + Business Media

    Krzysztof Krawiec

  32. Semantically embedded genetic programming

    Article • January 2011, ACM (Association for Computing Machinery)

    Krzysztof Krawiec

  33. Coordinate System Archive for coevolution

    Article • July 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Krzysztof Krawiec

  34. Coevolutionary Temporal Difference Learning for small-board Go

    Article • July 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Krzysztof Krawiec

  35. Formal analysis and algorithms for extracting coordinate systems of games

    Article • September 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Krzysztof Krawiec

  36. Hybrid coevolutionary algorithms vs. SVM algorithms

    Article • January 2007, ACM (Association for Computing Machinery)

    Krzysztof Krawiec

  37. Coevolutionary feature construction for transformation of representation of machine learners

    Article • January 2004, Springer Science + Business Media

    Krzysztof Krawiec

  38. Evolutionary Learning of Primitive-Based Visual Concepts

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Krzysztof Krawiec