Tiejun Ma

Bridging the divide in financial market forecasting: machine learners vs. financial economists

Ming‐Wei Hsu, Stefan Lessmann, Ming‐Chien Sung et al. · Expert Systems with Applications · 2016 · 186 citations

Financial Economists, Economics, Economic Forecasting +10

Can deep learning predict risky retail investors? A case study in financial risk behavior forecasting

Allen Kim, Yaodong Yang, Stefan Lessmann et al. · European Journal of Operational Research · 2019 · 113 citations · Full text

Engineering, Data Science, Predictive Analytics +8

Comparing the effectiveness of deep feedforward neural networks and shallow architectures for predicting stock price indices

Larry Olanrewaju Orimoloye, Ming‐Chien Sung, Tiejun Ma et al. · Expert Systems with Applications · 2019 · 76 citations · Full text

Shallow Architectures, Engineering, Asset Pricing +11

An Ensemble Approach to Link Prediction

Liang Duan, Shuai Ma, Charų C. Aggarwal et al. · IEEE Transactions on Knowledge and Data Engineering · 2017 · 63 citations

Engineering, Machine Learning, Ensemble Approach +20

Social Machines: How Recent Technological Advances have Aided Financialisation

Tiejun Ma, Frank McGroarty · Journal of Information Technology · 2017 · 42 citations

Social Technologies, Economics Of Information, Computational Social Science +23