Junwen Duan

Deep learning for event-driven stock prediction

Xiao Ding, Yue Zhang, Ting Liu et al. · International Conference on Artificial Intelligence · 2015 · 557 citations

Engineering, Machine Learning, Data Science +15

Using Structured Events to Predict Stock Price Movement: An Empirical Investigation

Xiao Ding, Yue Zhang, Ting Liu et al. · 2014 · 272 citations · Full text

Medical Knowledge Graph: Data Sources, Construction, Reasoning, and Applications

Xuehong Wu, Junwen Duan, Yi Pan et al. · Big Data Mining and Analytics · 2023 · 106 citations · Full text

Artificial Intelligence, Knowledge Representation, Medical Knowledge Graphs +15

Knowledge-Driven Event Embedding for Stock Prediction

Xiao Ding, Yue Zhang, Ting Liu et al. · International Conference on Computational Linguistics · 2016 · 96 citations

Engineering, Machine Learning, Corpus Linguistics +20

Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network

Xiao Ding, Ting Liu, Junwen Duan et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 85 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23