Effective air pollution prediction by combining time series decomposition with stacking and bagging ensembles of evolving spiking neural networks.
Piotr S. MaciagRobert BembenikAleksandra PiekarzewiczJavier Del SerJesus L. LoboNikola K. KasabovPublished in: Environ. Model. Softw. (2023)
Keyphrases
- ensemble learning
- air pollution
- ensemble methods
- base classifiers
- prediction accuracy
- decision trees
- ensemble classifier
- spiking neural networks
- combining classifiers
- ensemble selection
- image analysis
- random forest
- generalization ability
- combining multiple
- imbalanced data
- neural network
- fuzzy logic
- biologically inspired
- image sequences
- classifier ensemble
- classifier combination
- biologically plausible