1. Prediction of high increases in stock prices using neural networks
- Creator:
- Michalak , Krzysztof and Lipinski , Piotr
- Format:
- bez média and svazek
- Type:
- model:article and TEXT
- Subject:
- Neural networks, multi-layer perceptron, financial forecasting, and stock market prediction
- Language:
- English
- Description:
- This paper addresses the problem of stock market data prediction. It discusses the abilities of neural networks to learn and to forecast price quotations as well as proposes a neural approach to the future stock price prediction and detection of high increases or high decreases in stock prices. In order to validate the approach, a large number of experiments were performed on real-life data from the Warsaw Stock Exchange.
- Rights:
- http://creativecommons.org/publicdomain/mark/1.0/ and policy:public