W3123920941

• 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
• Automated machine learning: past, present and future

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

  146

  citations
• Review of automated time series forecasting pipelines

  2022 Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery article Computer Science Time Series Analysis and Forecasting Open access cited by 1 patent

  81

  citations
• Case-Study-Based Requirements Analysis of Manufacturing Companies for Auto-ML Solutions

  2022 IFIP advances in information and communication technology conference-paper Computer Science Machine Learning and Data Classification Open access

  3

  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
• Perspectives on automated composition of workflows in the life sciences

  2021 F1000Research article Decision Sciences Scientific Computing and Data Management Open access

  18

  citations

7 results