January 01, 2025 book-chapter XAI for Algorithm Configuration and Selection Natural computing series DOI: 10.1007/978-981-96-2540-6_6 OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 References 20 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Tuning as a means of assessing the benefits of new ideas in interplay with existing algorithmic modules 2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 49 citations Per-run Algorithm Selection with Warm-Starting Using Trajectory-Based Features 2022 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 38 citations IOHexperimenter: Benchmarking Platform for Iterative Optimization Heuristics 2023 Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access 35 citations BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain 2022 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access 34 citations Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems 2024 IEEE Transactions on Evolutionary Computation article Computer Science Explainable Artificial Intelligence (XAI) Open access 29 citations On genetic programming representations and fitness functions for interpretable dimensionality reduction 2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access 18 citations Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis 2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 17 citations Can Compact Optimisation Algorithms Be Structurally Biased? 2020 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 16 citations The importance of landscape features for performance prediction of modular CMA-ES variants 2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 15 citations Deep BIAS: Detecting Structural Bias using Explainable AI 2023 conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 13 citations Explainable Benchmarking for Iterative Optimization Heuristics 2025 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access 13 citations Golden parameter search 2020 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access cited by 1 patent 12 citations Trajectory-based Algorithm Selection with Warm-starting 2022 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 12 citations Using structural bias to analyse the behaviour of modular CMA-ES 2022 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 9 citations Impact of Training Instance Selection on Automated Algorithm Selection Models for Numerical Black-box Optimization 2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 9 citations Challenges of ELA-Guided Function Evolution Using Genetic Programming 2023 International Joint Conference on Computational Intelligence conference-paper Computer Science Evolutionary Algorithms and Applications Open access 8 citations Analysis of Structural Bias in Differential Evolution Configurations 2022 Studies in computational intelligence book-chapter Computer Science Metaheuristic Optimization Algorithms Research 7 citations Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms 2023 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 6 citations Quantifying Individual and Joint Module Impact in Modular Optimization Frameworks 2024 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 6 citations A Deep Dive Into Effects of Structural Bias on CMA-ES Performance Along Affine Trajectories 2024 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 4 citations 20 results