Stock price forecasting model based on modified convolution neural network and financial time series analysis.
Jiasheng CaoJinghan WangPublished in: Int. J. Commun. Syst. (2019)
Keyphrases
- stock price
- stock price prediction
- exchange rate
- neural network
- financial time series
- stock market
- technical indicators
- option pricing
- financial data
- financial markets
- short term
- stock exchange
- non stationary
- dow jones
- foreign exchange
- historical data
- stock returns
- news articles
- short term load forecasting
- portfolio optimization
- prediction model
- artificial neural networks
- trading systems
- bp neural network
- back propagation
- investment decisions
- garch model
- fault diagnosis
- data analysis
- investment strategies
- decision making
- unsupervised learning
- financial news
- long term
- machine learning