Staff profile

Conference Paper

• Natural Language Explanations for Machine Learning Classification Decisions
  
  Burton, J., Al Moubayed, N., & Enshaei, A. (2023). Natural Language Explanations for Machine Learning Classification Decisions. In 2023 International Joint Conference on Neural Networks (IJCNN). IEEE. https://doi.org/10.1109/ijcnn54540.2023.10191637
• Generating Textual Explanations for Machine Learning Models Performance: A Table-to-Text Task
  
  Ampomah, I., Burton, J., Enshaei, A., & Al Moubayed, N. (2022). Generating Textual Explanations for Machine Learning Models Performance: A Table-to-Text Task (C. Nicoletta, B. Frederic, B. Philippe, C. Khalid, C. Christopher, D. Thierry, G. Sara, I. Hitoshi, M. Bente, M. Joseph, M. Helene, O. Jan, & P. Stelios, Eds.). The European Language Resources Association.

Journal Article

• Explainable text-tabular models for predicting mortality risk in companion animals
  
  Burton, J., Farrell, S., Mäntylä Noble, P., & Al Moubayed, N. (2024). Explainable text-tabular models for predicting mortality risk in companion animals. Scientific Reports, 14(1), Article 14217. https://doi.org/10.1038/s41598-024-64551-1