Deriving qualitative rules from neural networks - a case study for ozone forecasting.
Franz WotawaGerhard WotawaPublished in: AI Commun. (2001)
Keyphrases
- neural network
- rule extraction
- learning rules
- quantitative measures
- qualitative and quantitative
- pattern recognition
- short term
- back propagation
- genetic algorithm
- case study
- artificial neural networks
- trained neural networks
- rule sets
- support vector regression
- prediction model
- association rules
- fuzzy systems
- solar radiation
- fuzzy logic
- quantitative and qualitative
- feed forward
- neural network model
- test bed
- symbolic knowledge
- production rules
- support vector
- qualitative reasoning
- fuzzy decision trees
- air quality
- numerical values
- attribute values
- sufficient conditions
- weather forecasting
- long term
- learning algorithm
- qualitative simulation
- exchange rate
- classification rules
- recurrent neural networks