Browsing by Author "Carnein, Matthias"

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  • confstream: automated algorithm selection and configuration of stream clustering algorithms

    Carnein, Matthias; Trautmann, Heike; Bifet, Albert; Pfahringer, Bernhard (Springer, 2020)
    Machine learning has become one of the most important tools in data analysis. However, selecting the most appropriate machine learning algorithm and tuning its hyperparameters to their optimal values remains a difficult ...
  • Towards automated configuration of stream clustering algorithms

    Carnein, Matthias; Trautmann, Heike; Bifet, Albert; Pfahringer, Bernhard (Springer, 2019)
    Clustering is an important technique in data analysis which can reveal hidden patterns and unknown relationships in the data. A common problem in clustering is the proper choice of parameter settings. To tackle this, ...

Matthias Carnein has 3 co-authors in Research Commons.