Forecasting of Changes of Companies Financial Standings on the Basis of Self-Organizing Maps.
Egidijus MerkeviciusGintautas GarsvaStasys GirdzijauskasVitolis SekliuckisPublished in: ICEIS (2) (2007)
Keyphrases
- self organizing maps
- neural network
- topology preserving
- investment decisions
- competitive learning
- neural gas
- unsupervised learning
- k means
- financial information
- foreign exchange
- input data
- financial statements
- network anomaly detection
- stock market
- financial services
- learning vector quantization
- short term
- decision making
- data processing
- learning process
- som neural network
- database
- feature vectors
- feature extraction
- machine learning
- high dimensional input data