Combining expert knowledge with machine learning on the basis of fuzzy training.
Ralf WielandWilfried MirschelPublished in: Ecol. Informatics (2017)
Keyphrases
- expert knowledge
- fuzzy logic
- machine learning
- knowledge engineering
- knowledge elicitation
- expert systems
- domain knowledge
- domain experts
- membership functions
- bayesian networks
- knowledge base
- fuzzy sets
- supervised learning
- fuzzy modeling
- computational intelligence
- neural network
- prior knowledge
- knowledge representation
- soft computing
- fuzzy rules
- data mining
- knowledge acquisition
- decision making
- training algorithm
- learning algorithm
- machine learning methods
- machine learning algorithms
- learned knowledge
- training process
- fuzzy clustering
- artificial intelligence
- real time
- support vector machine
- training phase
- information extraction
- fuzzy systems
- fuzzy controller
- natural language processing
- learning tasks
- training set
- computer science
- learning systems
- training samples
- semi supervised learning
- active learning
- control system
- reinforcement learning
- fuzzy inference system
- learning machines
- fuzzy set theory
- test set
- online learning