W6685961532

• OpenML: Insights from 10 years and more than a thousand papers

  2025 Patterns article Decision Sciences Scientific Computing and Data Management Open access

  13

  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
• Automated Machine Learning for COVID-19 Forecasting

  2022 IEEE Access article Mathematics COVID-19 epidemiological studies Open access

  12

  citations
• An Efficient Contesting Procedure for AutoML Optimization

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

  11

  citations
• Efficient AutoML via Combinational Sampling

  2021 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Machine Learning and Data Classification Open access

  3

  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
• Common and specific determinants of 9-year depression and anxiety course-trajectories: A machine-learning investigation in the Netherlands Study of Depression and Anxiety (NESDA).

  2021 Journal of Affective Disorders article Psychology Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes Open access

  23

  citations
• Predicting the 9-year course of mood and anxiety disorders with automated machine learning: A comparison between auto-sklearn, naïve Bayes classifier, and traditional logistic regression

  2021 Psychiatry Research article Health Professions Artificial Intelligence in Healthcare Open access

  55

  citations

8 results