Neural Pattern Recognition with Self-organizing Maps for Efficient Processing of Forex Market Data Streams.
Piotr CiskowskiMarek ZatonPublished in: ICAISC (1) (2010)
Keyphrases
- self organizing maps
- efficient processing
- market data
- pattern recognition
- neural network
- financial markets
- range queries
- query processing
- efficient implementation
- exchange rate
- unsupervised learning
- data streams
- market conditions
- machine learning
- k means
- dimensionality reduction
- input data
- sliding window
- data sets
- electronic markets
- trading systems
- supervised learning
- knowledge discovery
- neural network model
- feature extraction
- databases