Leveraging implicit expert knowledge for non-circular machine learning in sepsis prediction.
Shigehiko SchamoniHolger A. LindnerVerena Schneider-LindnerManfred ThielStefan RiezlerPublished in: Artif. Intell. Medicine (2019)
Keyphrases
- expert knowledge
- machine learning
- knowledge engineering
- knowledge elicitation
- expert systems
- domain knowledge
- fuzzy logic
- prediction accuracy
- prior knowledge
- bayesian networks
- knowledge base
- domain experts
- machine learning algorithms
- machine learning methods
- recursive neural networks
- pattern recognition
- prediction algorithm
- natural language processing
- information extraction
- data mining
- prediction error
- knowledge acquisition
- initial stage
- computer vision
- feature selection
- learning systems
- artificial intelligence
- computational biology
- learning tasks
- knowledge representation
- image processing
- hough transform
- decision trees
- machine learning approaches
- learning algorithm
- semi supervised learning
- learned knowledge
- text classification
- neural network
- statistical methods
- genetic algorithm
- information retrieval
- learning problems
- computer science
- data analysis
- active learning
- computational intelligence
- general purpose
- text mining