Learning from Imbalanced Data Sets

• Prediction-based strategies for robust near real-time GPS signal anomaly detection on a global scale

  2026 Advances in Space Research article Engineering GNSS positioning and interference Open access

  0

  citations
• A computational view on nanomaterial intrinsic and extrinsic features for nanosafety and sustainability

  2023 Materials Today article Materials Science Machine Learning in Materials Science Open access

  59

  citations
• Boosting operational optimization of multi-energy systems by artificial neural nets

  2023 Computers & Chemical Engineering article Engineering Integrated Energy Systems Optimization Open access

  10

  citations
• The harm of class imbalance corrections for risk prediction models: illustration and simulation using logistic regression

  2022 Journal of the American Medical Informatics Association article Computer Science Imbalanced Data Classification Techniques Open access

  360

  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
• Improving Imbalanced Classification by Anomaly Detection

  2020 Lecture notes in computer science conference-paper Computer Science Imbalanced Data Classification Techniques Open access

  38

  citations
• On the Performance of Oversampling Techniques for Class Imbalance Problems

  2020 Lecture notes in computer science conference-paper Computer Science Imbalanced Data Classification Techniques Open access

  16

  citations

7 results