Algorithms for Hyper-Parameter Optimization

• Automated Cone Photoreceptor Detection in Adaptive Optics Flood Illumination Ophthalmoscopy

  2024 Ophthalmology Science article Medicine Retinal Imaging and Analysis Open access

  6

  citations
• Event Log Sampling for Predictive Monitoring

  2022 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access

  12

  citations
• Improved Automated CASH Optimization with Tree Parzen Estimators for Class Imbalance Problems

  2021 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Machine Learning and Data Classification Open access

  12

  citations
• MultiETSC: automated machine learning for early time series classification

  2021 Data Mining and Knowledge Discovery article Computer Science Time Series Analysis and Forecasting Open access

  9

  citations
• Learning multiple defaults for machine learning algorithms

  2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Machine Learning and Data Classification Open access cited by 2 patents

  28

  citations
• A novel surrogate-assisted evolutionary algorithm applied to partition-based ensemble learning

  2021 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access cited by 2 patents

  13

  citations
• Bayesian neural architecture search using a training-free performance metric

  2021 Applied Soft Computing article Computer Science Machine Learning and Data Classification Open access

  24

  citations
• Segmentation of photovoltaic module cells in uncalibrated electroluminescence images

  2021 RWTH Publications (RWTH Aachen) article Engineering Industrial Vision Systems and Defect Detection Open access

  79

  citations
• Exploring Dimensionality Reduction Techniques for Efficient Surrogate-Assisted optimization

  2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  17

  citations
• Systematic Analysis And Automated Search Of Hyper-Parameters For Cell Classifier Training

  2020 conference-paper Computer Science Machine Learning and Data Classification

  3

  citations

10 results