Stefan Coors
University of Regensburg(DE)Ludwig-Maximilians-Universität München(DE)
Publications by Year
Research Areas
Machine Learning and Data Classification, Advanced Multi-Objective Optimization Algorithms, Metaheuristic Optimization Algorithms Research, Online Learning and Analytics, Second Language Acquisition and Learning
Most-Cited Works
- → Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges(2023)726 cited
- → mlr3: A modern object-oriented machine learning framework in R(2019)435 cited
- → Machine learning for the educational sciences(2021)102 cited
- → Multi-Objective Hyperparameter Optimization in Machine Learning—An Overview(2023)75 cited
- → Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges(2021)49 cited
- → AMLB: an AutoML Benchmark(2022)23 cited
- → A Comprehensive Machine Learning Benchmark Study for Radiomics-Based Survival Analysis of CT Imaging Data in Patients With Hepatic Metastases of CRC(2023)18 cited
- → Multi-Objective Automatic Machine Learning with AutoxgboostMC(2019)15 cited
- → Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview(2022)12 cited
- → Predicting instructed simulation and dissimulation when screening for depressive symptoms(2018)8 cited