W6676179485

• Automated Cone Photoreceptor Detection in Adaptive Optics Flood Illumination Ophthalmoscopy

  2024 Ophthalmology Science article Medicine Retinal Imaging and Analysis Open access

  6

  citations
• Visualization and Automation in Data Science: Exploring the Paradox of Humans-in-the-Loop

  2024 conference-paper Computer Science Data Visualization and Analytics Open access

  4

  citations
• Efficient surrogate models for materials science simulations: Machine learning-based prediction of microstructure properties

  2024 Machine Learning with Applications article Materials Science Machine Learning in Materials Science Open access

  22

  citations
• MultiGML: Multimodal graph machine learning for prediction of adverse drug events

  2023 Heliyon article Computer Science Computational Drug Discovery Methods Open access

  22

  citations
• Fast and Informative Model Selection Using Learning Curve Cross-Validation

  2023 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Machine Learning and Data Classification Open access cited by 2 patents

  63

  citations
• Performance-preserving event log sampling for predictive monitoring

  2023 Journal of Intelligent Information Systems article Business, Management and Accounting Business Process Modeling and Analysis Open access

  16

  citations
• MultiGML: Multimodal Graph Machine Learning for Prediction of Adverse Drug Events

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access

  3

  citations
• Multi-surrogate Assisted Efficient Global Optimization for Discrete Problems

  2022 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms

  2

  citations
• Benchmarking of hyperparameter optimization techniques for machine learning applications in production

  2022 Advances in Industrial and Manufacturing Engineering article Computer Science Machine Learning and Data Classification Open access

  10

  citations
• An Efficient Contesting Procedure for AutoML Optimization

  2022 IEEE Access article Computer Science Machine Learning and Data Classification Open access

  11

  citations
• Metalearning for Hyperparameter Optimization

  2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

  8

  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
• 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
• 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

16 results