Time Series Forecasting in the Presence of Concept Drift: A PSO-based Approach.
Gustavo H. F. M. OliveiraRodolfo C. CavalcanteGeorge G. CabralLeandro L. MinkuAdriano L. I. OliveiraPublished in: ICTAI (2017)
Keyphrases
- concept drift
- data streams
- streaming data
- drifting concepts
- drift detection
- particle swarm optimization
- change detection
- particle swarm optimization pso
- non stationary
- classification algorithm
- batch learning
- evolving data streams
- target concept
- incremental clustering
- data stream classification
- data stream mining
- data distribution
- artificial neural networks
- data sets
- neural network
- prediction accuracy
- multi dimensional
- small number
- active learning
- support vector
- face recognition