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Imbalanced Data Classification Techniques Sign in to save
13
Aachen papers (primary topic)
25
Further papers (secondary topic)
466
Citations
17
Aachen authors
Papers per year
20
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26
Papers 13
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The harm of class imbalance corrections for risk prediction models: illustration and simulation using logistic regression2022 Journal of the American Medical Informatics Association article Computer Science Imbalanced Data Classification Techniques Open access
Ruben van den Goorbergh, Maarten van Smeden, Dirk Timmerman, Ben Van Calster
360citations -
Understanding random resampling techniques for class imbalance correction and their consequences on calibration and discrimination of clinical risk prediction models2024 Journal of Biomedical Informatics article Computer Science Imbalanced Data Classification Techniques Open access
Marco Piccininni, Maximilian Wechsung, Ben Van Calster, Jessica Lee Rohmann, Stefan Konigorski, Maarten van Smeden
42citations -
Deconstructing deep imbalanced regression: a comprehensive review and experimental evaluation2026 Artificial Intelligence Review article Computer Science Imbalanced Data Classification Techniques Open access
Noah Christoph Pütz, Jens Uwe Brandt, Marc Hilbert, Elena Raponi, Thomas Bäck, Thomas Bartz–Beielstein
1citations
13 results
Most active Aachen authors
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Thomas Bäck 22,845 citations overall5 papers
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Ben Van Calster 42,192 citations overall2 papers
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Mark de Rooij 3,433 citations overall2 papers
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Wojtek Kowalczyk 1,029 citations overall2 papers
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Elena Raponi 837 citations overall2 papers
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Veysel Kocaman 329 citations overall2 papers
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Jiawen Kong 103 citations overall2 papers
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Marc Hilbert 1 citations overall2 papers
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Noah Christoph Pütz 791 citations overall1 paper
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Mohammadreza Fani Sani 548 citations overall1 paper
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Julian David Karch 548 citations overall1 paper
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Alex Brandsen 259 citations overall1 paper
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Jens Uwe Brandt 16 citations overall1 paper
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Kevin Kloos 9 citations overall1 paper
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Ansgar Steland 0 citations overall1 paper