W3134774296

• On the generalization ability of probabilistic neural networks for hyperspectral remote sensing of absorption properties across optically complex waters

  2025 Remote Sensing of Environment article Engineering Remote-Sensing Image Classification Open access

  11

  citations
• Hubris Benchmarking with AmbiGANs: Assessing Model Overconfidence with Synthetic Ambiguous Data

  2025 Lecture notes in computer science conference-paper Computer Science Adversarial Robustness in Machine Learning

  0

  citations
• Learning curves for decision making in supervised machine learning: a survey

  2024 Machine Learning article Computer Science Machine Learning and Data Classification Open access

  65

  citations
• Imaging with Confidence: Uncertainty Quantification for High-Dimensional Undersampled MR Images

  2024 Lecture notes in computer science conference-paper Medicine Medical Imaging Techniques and Applications

  1

  citations
• Towards autonomous learning and optimisation in textile production: data-driven simulation approach for optimiser validation

  2024 Journal of Intelligent Manufacturing article Engineering Digital Transformation in Industry Open access

  4

  citations
• Uncertainties and robustness with regard to the safety of a repository for high-level radioactive waste: introduction of a research initiative

  2024 Environmental Earth Sciences article Engineering Nuclear and radioactivity studies Open access

  24

  citations
• Reliable Classifications with Guaranteed Confidence Using the Dempster-Shafer Theory of Evidence

  2024 Lecture notes in computer science conference-paper Computer Science Adversarial Robustness in Machine Learning

  1

  citations
• To Know What You Do Not Know: Challenges for Explainable AI for Security and Threat Intelligence

  2024 Springer eBooks book-chapter Computer Science Explainable Artificial Intelligence (XAI) Open access

  0

  citations
• Identifying the validity domain of machine learning models in building energy systems

  2023 Energy and AI article Engineering Building Energy and Comfort Optimization Open access

  16

  citations
• Multiclass risk models for ovarian malignancy: an illustration of prediction uncertainty due to the choice of algorithm

  2023 BMC Medical Research Methodology article Medicine Ovarian cancer diagnosis and treatment Open access

  12

  citations
• Multiclass risk models for ovarian malignancy: an illustration of prediction uncertainty due to the choice of algorithm

  2023 medRxiv preprint Medicine Ovarian cancer diagnosis and treatment Open access

  0

  citations
• End-to-End Pipeline for Uncertainty Quantification and Remaining Useful Life Estimation: An Application on Aircraft Engines

  2022 PHM Society European Conference conference-paper Engineering Machine Fault Diagnosis Techniques Open access

  4

  citations
• Micromechanical fatigue experiments for validation of microstructure-sensitive fatigue simulation models

  2022 International Journal of Fatigue article Engineering Fatigue and fracture mechanics Open access

  20

  citations
• Sharing taxonomic expertise between natural history collections using image recognition

  2022 Research Ideas and Outcomes article Computer Science Research Data Management Practices Open access

  10

  citations
• On a Weakly Supervised Classification Problem

  2022 Lecture notes in computer science conference-paper Computer Science Face and Expression Recognition

  0

  citations

15 results