Binding data mining and expert knowledge for one-day-ahead prediction of hourly global solar radiation.
José del Campo-ÁvilaAbdelatif TakilalteAlbert BifetLlanos Mora LópezPublished in: Expert Syst. Appl. (2021)
Keyphrases
- expert knowledge
- solar radiation
- data mining
- short term
- air temperature
- expert systems
- prediction model
- domain knowledge
- knowledge elicitation
- knowledge engineering
- short term prediction
- bayesian networks
- arima model
- long term
- fuzzy logic
- prior knowledge
- knowledge base
- relative humidity
- domain experts
- data mining techniques
- knowledge discovery
- prediction accuracy
- predictive modeling
- text mining
- load forecasting
- data analysis
- data mining algorithms
- association rules
- machine learning
- data mining methods
- decision support system
- knowledge representation
- regression model
- churn prediction
- training data
- artificial intelligence
- learning algorithm