210 citations · 296 across the 6 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
q-fin.ST2018★ 1 cited
Enhancing Stock Market Prediction with Extended Coupled Hidden Markov Model over Multi-Sourced Data
Xi Zhang, Yixuan Li, Senzhang Wang +2
Traditional stock market prediction methods commonly only utilize the historical trading data, ignoring the fact that stock market fluctuations can be impacted by various other inf…
cs.CE2018★ 68 cited
Exploiting Investors Social Network for Stock Prediction in China's Market
Xi Zhang, Jiawei Shi, Di Wang +1
Recent works have shown that social media platforms are able to influence the trends of stock price movements. However, existing works have majorly focused on the U.S. stock market…
cs.SI2018★ 210 cited
Improving Stock Market Prediction via Heterogeneous Information Fusion
Xi Zhang, Yunjia Zhang, Senzhang Wang +3
Traditional stock market prediction approaches commonly utilize the historical price-related data of the stocks to forecast their future trends. As the Web information grows, recen…