Multi-step forecasting for big data time series based on ensemble learning.
Antonio GaliciaRicardo L. Talavera-LlamesAlicia Troncoso LoraIrena KoprinskaFrancisco Martínez-ÁlvarezPublished in: Knowl. Based Syst. (2019)
Keyphrases
- big data
- ensemble learning
- multi step
- generalization ability
- ensemble methods
- cloud computing
- data processing
- data analysis
- data management
- random forest
- knowledge discovery
- base classifiers
- k nearest neighbor
- social media
- knn
- business intelligence
- non stationary
- unlabeled data
- semi supervised
- prediction accuracy
- feature selection
- text classification
- data warehouse
- concept drift
- support vector machine
- decision trees