W3103934428

• Concept Extraction for Time Series with ECLAD-ts

  2025 Communications in computer and information science conference-paper Computer Science Time Series Analysis and Forecasting Open access

  1

  citations
• Technische Ansätze, Konzepte und Herausforderungen beim Einsatz von KI in der prähospitalen Telenotfallmedizin

  2025 Springer eBooks book-chapter Medicine Artificial Intelligence in Healthcare and Education

  0

  citations
• Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions

  2024 Information Fusion article Computer Science Explainable Artificial Intelligence (XAI) Open access

  563

  citations
• Metrics reloaded: recommendations for image analysis validation

  2024 Nature Methods article Computer Science Medical Image Segmentation Techniques Open access

  475

  citations
• ECLAD: Extracting Concepts with Local Aggregated Descriptors

  2023 Pattern Recognition article Computer Science Explainable Artificial Intelligence (XAI)

  12

  citations
• False Sense of Security: Leveraging XAI to Analyze the Reasoning and True Performance of Context-less DGA Classifiers

  2023 International Symposium on Research in Attacks, Intrusions and Defenses (RAID) conference-paper Computer Science Spam and Phishing Detection Open access

  10

  citations
• Multimodal Multi-User Surface Recognition With the Kernel Two-Sample Test

  2023 IEEE Transactions on Automation Science and Engineering article Neuroscience Tactile and Sensory Interactions Open access

  6

  citations
• Scalable Concept Extraction in Industry 4.0

  2023 Communications in computer and information science conference-paper Computer Science Explainable Artificial Intelligence (XAI)

  6

  citations
• Confound-leakage: confound removal in machine learning leads to leakage

  2022 GigaScience article Psychology Mental Health via Writing Open access

  21

  citations
• Recommendations on compiling test datasets for evaluating artificial intelligence solutions in pathology

  2022 Modern Pathology article Computer Science AI in cancer detection Open access cited by 1 patent

  79

  citations
• A benchmark for neural network robustness in skin cancer classification

  2021 European Journal of Cancer article Medicine Cutaneous Melanoma Detection and Management Open access

  65

  citations

11 results