Learning from Imbalanced Data

• Deconstructing deep imbalanced regression: a comprehensive review and experimental evaluation

  2026 Artificial Intelligence Review article Computer Science Imbalanced Data Classification Techniques Open access

  1

  citations
• Deep learning characterization of stress-state-dependent anisotropic ductile damage

  2026 International Journal of Mechanical Sciences article Engineering Metal Forming Simulation Techniques Open access

  7

  citations
• 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
• animal2vec and MeerKAT: A self‐supervised transformer for rare‐event raw audio input and a large‐scale reference dataset for bioacoustics

  2025 Methods in Ecology and Evolution article Computer Science Music and Audio Processing Open access

  7

  citations
• Ontology pre-training improves machine learning-based predictions for metabolites

  2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access

  0

  citations
• AI Bias in Power Systems Domain—Exemplary Cases and Approaches

  2025 Energies article Social Sciences Ethics and Social Impacts of AI Open access

  7

  citations
• Gender-specific prolactin thresholds to determine prolactinoma size: a novel Bayesian approach and its clinical utility

  2024 Frontiers in Surgery article Medicine Pituitary Gland Disorders and Treatments Open access

  11

  citations
• Semantic-Similarity-Based Schema Matching for Management of Building Energy Data

  2022 Energies article Computer Science Semantic Web and Ontologies Open access cited by 2 patents

  7

  citations
• Graph Neural Networks for low-energy event classification & reconstruction in IceCube

  2022 Journal of Instrumentation article Physics and Astronomy Neutrino Physics Research Open access

  41

  citations
• From real-world electronic health record data to real-world results using artificial intelligence

  2022 Annals of the Rheumatic Diseases article Computer Science Machine Learning in Healthcare Open access

  154

  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
• Explainable machine learning for precise fatigue crack tip detection

  2022 Scientific Reports article Engineering Fatigue and fracture mechanics Open access cited by 3 patents

  44

  citations
• Consciousness Detection on Injured Simulated Patients Using Manual and Automatic Classification via Visible and Infrared Imaging

  2021 Sensors article Computer Science Advanced Neural Network Applications Open access

  9

  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
• Using CarcassonNet to automatically detect and trace hollow roads in LiDAR data from the Netherlands

  2020 Journal of Cultural Heritage article Earth and Planetary Sciences Archaeological Research and Protection Open access

  31

  citations
• Automatic Configuration of a Multi-objective Local Search for Imbalanced Classification

  2020 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms

  7

  citations

16 results