Survey on deep learning with class imbalance

• Making sense of fossils and artefacts: a review of best practices for the design of a successful workflow for machine learning-assisted citizen science projects

  2025 PeerJ article Computer Science Research Data Management Practices Open access

  3

  citations
• General adapted‐threshold monitoring in discrete environments and rules for imbalanced classes

  2024 Statistica Neerlandica article Decision Sciences Advanced Statistical Process Monitoring Open access

  1

  citations
• Heterophily-Based Graph Neural Network for Imbalanced Classification

  2024 Studies in computational intelligence conference-paper Computer Science Advanced Graph Neural Networks Open access

  0

  citations
• Automated detection and monitoring of methane super-emitters using satellite data

  2023 Atmospheric chemistry and physics article Environmental Science Atmospheric and Environmental Gas Dynamics Open access

  125

  citations
• Vessel Delineation Using U-Net: A Sparse Labeled Deep Learning Approach for Semantic Segmentation of Histological Images

  2023 Cancers article Computer Science AI in cancer detection Open access

  9

  citations
• Automated detection and monitoring of methane super-emitters using satellite data

  2023 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

  12

  citations
• Machine Learning of Implicit Combinatorial Rules in Mechanical Metamaterials

  2022 Physical Review Letters article Materials Science Machine Learning in Materials Science Open access

  37

  citations
• Flowsheet Recognition using Deep Convolutional Neural Networks

  2022 Computer-aided chemical engineering/Computer aided chemical engineering book-chapter Computer Science Handwritten Text Recognition Techniques

  7

  citations
• Prediction of long-term hospitalisation and all-cause mortality in patients with chronic heart failure on Dutch claims data: a machine learning approach

  2021 BMC Medical Informatics and Decision Making article Medicine Heart Failure Treatment and Management Open access

  9

  citations
• Automated scoring of pre-REM sleep in mice with deep learning

  2021 Scientific Reports article Neuroscience Sleep and Wakefulness Research Open access

  25

  citations
• Automatic detection of fatigue crack paths using digital image correlation and convolutional neural networks

  2021 Fatigue & Fracture of Engineering Materials & Structures article Engineering Fatigue and fracture mechanics Open access cited by 6 patents

  67

  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

12 results