Bas van Stein
Leiden University(NL)University of Applied Sciences Leiden(NL)
Publications by Year
Research Areas
Advanced Multi-Objective Optimization Algorithms, Metaheuristic Optimization Algorithms Research, Evolutionary Algorithms and Applications, Machine Learning and Data Classification, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- → A new acquisition function for Bayesian optimization based on the moment-generating function(2017)71 cited
- → Evolutionary Algorithms for Parameter Optimization—Thirty Years Later(2023)68 cited
- → Cluster-based Kriging approximation algorithms for complexity reduction(2019)61 cited
- → A Comparison of Global Sensitivity Analysis Methods for Explainable AI With an Application in Genomic Prediction(2022)50 cited
- → LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics(2024)38 cited
- → Optimally Weighted Cluster Kriging for Big Data Regression(2015)38 cited
- → Evaluation of deep unsupervised anomaly detection methods with a data-centric approach for on-line inspection(2023)37 cited
- → Local subspace-based outlier detection using global neighbourhoods(2016)35 cited
- → Learning the characteristics of engineering optimization problems with applications in automotive crash(2022)30 cited
- → Multitask Shape Optimization Using a 3-D Point Cloud Autoencoder as Unified Representation(2021)29 cited