Forecasting time series data using moving-window swarm intelligence-optimised machine learning regression.
Ngoc-Tri NgoThi Thu Ha TruongPublished in: Int. J. Intell. Eng. Informatics (2019)
Keyphrases
- swarm intelligence
- moving window
- machine learning
- computational intelligence
- support vector regression
- bio inspired
- ant colony optimization
- social behavior
- evolutionary computing
- particle swarm optimization
- evolutionary computation
- financial time series
- nature inspired
- particle swarm optimization pso
- artificial life
- collective intelligence
- ant colonies
- theoretical and empirical study
- multiscale analysis
- swarm optimization
- collective behavior
- foraging behavior
- artificial intelligence
- bacterial foraging optimization algorithm
- reinforcement learning
- learning algorithm
- stock price
- pso algorithm
- stock market
- heuristic search
- artificial neural networks
- social insects
- multiscale
- data mining