Accurate long-term air temperature prediction with Machine Learning models and data reduction techniques.
Dusan FisterJorge Pérez-AracilCésar Peláez-RodríguezJavier Del SerSancho Salcedo-SanzPublished in: Appl. Soft Comput. (2023)
Keyphrases
- air temperature
- data reduction
- machine learning models
- long term
- data compression
- solar radiation
- representative subset
- predictive model
- spam filtering
- data analysis
- relative humidity
- short term
- classification rules
- preprocessing
- machine learning algorithms
- rough set theory
- high dimensionality
- machine learning approaches
- classification accuracy
- knowledge discovery
- learning models
- singular value decomposition
- feature selection
- prediction model
- neural network
- real world
- machine learning
- information retrieval
- clustering algorithm
- bayesian networks
- data quality
- data sets
- model selection