68 citations · 68 across the 2 of their papers we have counts for
2 papers
q-fin.ST2022
Dual-CLVSA: a Novel Deep Learning Approach to Predict Financial Markets with Sentiment Measurements
Jia Wang, Hongwei Zhu, Jiancheng Shen +2
It is a challenging task to predict financial markets. The complexity of this task is mainly due to the interaction between financial markets and market participants, who are not a…
q-fin.ST2021★ 68 cited
CLVSA: A Convolutional LSTM Based Variational Sequence-to-Sequence Model with Attention for Predicting Trends of Financial Markets
Jia Wang, Tong Sun, Benyuan Liu +2
Financial markets are a complex dynamical system. The complexity comes from the interaction between a market and its participants, in other words, the integrated outcome of activit…