Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

A Hybrid Machine Learning System For Stock Market Forecasting

10 references·16 citing·42 second hop

FromToDepth

this work references cited by second hop

References

2003Financial time series forecasting using support vector machines1,734 cited
2001Application of support vector machines in financial time series forecasting1,270 cited
2000Genetic algorithms approach to feature discretization in artificial neural networks for the prediction of stock price index758 cited
2002Application of neural networks to an emerging financial market: forecasting and trading the Taiwan Stock Index527 cited
2001Financial Forecasting Using Support Vector Machines392 cited
2006A hybrid approach based on neural networks and genetic algorithms for detecting temporal patterns in stock markets223 cited
1998Forecasting S&P 500 stock index futures with a hybrid AI system222 cited
2000Genetic Programming Prediction of Stock Prices175 cited
1997Stock Price Prediction Using Prior Knowledge and Neural Networks162 cited
2012Trading Systems and Methods152 cited

Cited by

2020Machine Learning Stock Market Prediction Studies: Review and Research Directions162 cited
2017A deep learning based stock trading model with 2-D CNN trend detection134 cited
2011A PSO based integrated functional link net and interval type-2 fuzzy logic system for predicting stock market indices119 cited
2018Leveraging social media news to predict stock index movement using RNN-boost

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

113 cited

2015Stock market prediction: A big data approach90 cited

2013State-of-the-Art in Stock Prediction Techniques90 cited

2021Stock values predictions using deep learning based hybrid models68 cited

2021Graph-based stock correlation and prediction for high-frequency trading systems68 cited

2019Stock Market Forecasting using Machine Learning: Today and Tomorrow61 cited

2022Attentive gated graph sequence neural network-based time-series information fusion for financial trading56 cited

2017Prediction of Stock Market by Principal Component Analysis53 cited

2012Application of neural network for forecasting of exchange rates and forex trading48 cited

2017Stock market prediction using neural network through news on online social networks48 cited

2018AIRMS: A risk management tool using machine learning47 cited

2019Stock Price Pattern Prediction Based on Complex Network and Machine Learning47 cited

2018An empirical study on the application of the Evidential Reasoning rule to decision making in financial investment44 cited