Leveraging Implicit Expert Knowledge for Non-Circular Machine Learning in Sepsis Prediction.
Shigehiko SchamoniHolger A. LindnerVerena Schneider-LindnerManfred ThielStefan RiezlerPublished in: CoRR (2019)
Keyphrases
- expert knowledge
- machine learning
- knowledge engineering
- knowledge elicitation
- expert systems
- domain knowledge
- domain experts
- prediction accuracy
- fuzzy logic
- bayesian networks
- prior knowledge
- prediction model
- learning algorithm
- knowledge acquisition
- machine learning algorithms
- pattern recognition
- knowledge base
- prediction algorithm
- learning tasks
- machine learning methods
- machine learning and statistical
- hough transform
- recursive neural networks
- neural network
- computer vision
- artificial intelligence
- computational intelligence
- support vector machine
- initial stage
- data mining
- real time
- text classification
- information extraction
- knowledge representation
- decision trees
- predictive modeling
- learned knowledge
- genetic algorithm