An Ontology-based transfer learning method improving classification of medical documents.
Published in 2020 6th IEEE Congress on Information Science and Technology (CiSt), 2022
Recommended citation: Bruneß, D., Bay, M., Schulze, C., Guckert, M., & Minor, M. (2022). An Ontology-based transfer learning method improving classification of medical documents. 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA), 407-412. https://doi.org/10.1109/ICMLA55696.2022.00065
A transfer learning method which uses ontologies to normalise the feature space of text classifiers to guarantee that the trained models do not contain any person related data and can therefore be widely reused without raising General Data Protection Regulation issues.
Recommended citation: Bruneß, D., Bay, M., Schulze, C., Guckert, M., & Minor, M. (2022). An Ontology-based transfer learning method improving classification of medical documents. 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA), 407-412.