Explainable Landscape Analysis in Automated Algorithm Performance Prediction

22 March 2022

Papers citing "Explainable Landscape Analysis in Automated Algorithm Performance Prediction"

4 / 4 papers shown

Title
Evolutionary Computation and Explainable AI: A Roadmap to Transparent Intelligent Systems Ryan Zhou Jaume Bacardit Alexander Brownlee Stefano Cagnoni Martin Fyvie Giovanni Iacca John Mccall Niki van Stein David Walker Ting-Kuei Hu 102 1 0 12 Jun 2024
A Survey of Meta-features Used for Automated Selection of Algorithms for Black-box Single-objective Continuous Optimization Gjorgjina Cenikj Ana Nikolikj Gašper Petelin Niki van Stein Carola Doerr T. Eftimov 77 1 0 08 Jun 2024
Algorithm Instance Footprint: Separating Easily Solvable and Challenging Problem Instances Ana Nikolikj Savso Dvzeroski Mario Andrés Muñoz Carola Doerr Peter Korovsec T. Eftimov 66 6 0 01 Jun 2023
Sensitivity Analysis of RF+clust for Leave-one-problem-out Performance Prediction Ana Nikolikj Michal Pluhacek Carola Doerr Peter Korošec T. Eftimov 49 3 0 30 May 2023