Data Preprocessing for ANN-based Industrial Time-Series Forecasting with Imbalanced Data.
Ivan PisaIgnacio SantínJosé López VicarioAntoni MorellRamón VilanovaPublished in: EUSIPCO (2019)
Keyphrases
- data preprocessing
- imbalanced data
- artificial neural networks
- feature selection
- preprocessing
- data mining
- preprocessing step
- linear regression
- class distribution
- support vector machine
- web usage mining
- ensemble methods
- decision trees
- data cleaning
- random forest
- neural network
- genetic algorithm
- feature ranking
- class imbalance
- classification models
- text classification
- sampling methods
- multi class
- ensemble learning
- radial basis function
- high dimensionality
- svm classifier
- dimensionality reduction
- feature extraction