Improving Trust via XAI and Pre-Processing for Machine Learning of Complex Biomedical Datasets.
Brandon HinesDouglas A. TalbertSteven AntonPublished in: FLAIRS (2022)
Keyphrases
- machine learning
- preprocessing
- information extraction
- complex data
- high level
- biomedical data
- pattern recognition
- trust model
- data mining algorithms
- machine learning algorithms
- text mining
- feature extraction
- data sets
- neural network
- learning tasks
- complex systems
- knowledge acquisition
- computational intelligence
- real world
- management system
- knowledge representation
- learning algorithm
- feature selection
- model selection
- semi supervised learning
- learning systems
- active learning
- inductive learning
- preprocessing step
- multi agent
- decision trees