Concepedia

Surveying stock market forecasting techniques – Part II: Soft computing methods

George S. Atsalakis, Kimon P. Valavanis

Expert Systems with Applications · 2008 · 834 citations · 77 references

Concepts

BusinessData ScienceFinanceFinancial ModelingForecastingTime Series AnalysisComputational Time Series AnalysisFinancial ForecastingFinancial Time Series AnalysisForecast EvaluationForecasting MethodsTime Series ForecastingFinancial Time Series ForecastingForecasting SystemsMachine Learning-based Price ForecastingMarket Forecasting SystemsStock Return Forecasting

References

77

Forecasting stock market movement direction with support vector machine

Wei Huang, Yoshiteru Nakamori, Shouyang Wang · Computers & Operations Research · 2004 · 1.1K citations

Computing, Data Science, Finance +14

A hybrid ARIMA and support vector machines model in stock price forecasting

Ping‐Feng Pai, Chih-Sheng Lin · Omega · 2004 · 1K citations

Computing, Finance, Mathematics +16

Stock market prediction system with modular neural networks

Tsunenobu Kimoto, Kazuo Asakawa, Minami Yoda et al. · 1990 · 654 citations

Computing, Data Science, Finance +17

Application of neural networks to an emerging financial market: forecasting and trading the Taiwan Stock Index

An‐Sing Chen, Mark T. Leung, Hazem Daouk · Computers & Operations Research · 2002 · 512 citations

Business, Economics, Finance +16

A hybrid genetic-neural architecture for stock indexes forecasting

Giuliano Armano, Michele Marchesi, Andréa Murru · Information Sciences · 2003 · 321 citations

Computing, Finance, Financial Management +14