The WEKA data mining software

• 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
• Secondary use of health records for prediction, detection, and treatment planning in the clinical decision support system: a systematic review

  2025 BMC Medical Informatics and Decision Making review Health Professions Electronic Health Records Systems Open access

  9

  citations
• Automated machine learning: past, present and future

  2024 Artificial Intelligence Review article Computer Science Machine Learning and Data Classification Open access

  146

  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
• Process-Oriented Stream Classification Pipeline: A Literature Review

  2022 Applied Sciences article Computer Science Data Stream Mining Techniques Open access

  6

  citations
• Metadata Repositories

  2022 Cognitive technologies book-chapter Computer Science Research Data Management Practices Open access

  0

  citations
• Frugal Machine Learning

  2021 TU/e Research Portal preprint Computer Science Data Stream Mining Techniques Open access

  0

  citations
• Meta-learning for symbolic hyperparameter defaults

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

  6

  citations
• Semi-supervised Co-ensembling for AutoML

  2021 Lecture notes in computer science conference-paper Computer Science Machine Learning and Data Classification

  3

  citations
• Self-Service Data Science for Adverse Event Prediction in Electronic Healthcare Records

  2021 Springer proceedings in complexity conference-paper Computer Science Machine Learning in Healthcare Open access

  2

  citations
• Investigation of Adiposity Measures and Operational Taxonomic unit (OTU) Data Transformation Procedures in Stool Samples from a German Cohort Study Using Machine Learning Algorithms

  2020 Microorganisms article Biochemistry, Genetics and Molecular Biology Gut microbiota and health Open access

  4

  citations
• Machine Learning Framework to Identify Individuals at Risk of Rapid Progression of Coronary Atherosclerosis: From the PARADIGM Registry

  2020 Journal of the American Heart Association article Medicine Cardiac Imaging and Diagnostics Open access

  97

  citations
• Fitting Prediction Rule Ensembles with R Package pre

  2020 Journal of Statistical Software article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 1 patent

  38

  citations

13 results