RESEARCH AREAS

RESEARCH INTERESTS

• Text Mining

• Quantitative Finance

• Machine Learning

• Smart Manufacturing

RESEARCH PROJECTS

RESEARCH GROUPS

TEACHING INNOVATIONS

SELECTED PUBLICATIONS

• Zhao, R., Yan, R., Chen, Z., Mao, K., Wang, P. and Gao, R.X., 2019. Deep learning and its applications to machine health monitoring. Mechanical Systems and Signal Processing, 115, pp.213-237.
• Zhao, R. and Mao, K., 2017. Fuzzy bag-of-words model for document representation. IEEE transactions on fuzzy systems, 26(2), pp.794-804.
• Zhao, R. and Mao, K., 2016. Cyberbullying detection based on semantic-enhanced marginalized denoising auto-encoder. IEEE Transactions on Affective Computing, 8(3), pp.328-339.
• Zhao, R. and Mao, K., 2016. Topic-aware deep compositional models for sentence classification. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 25(2), pp.248-260.

AWARDS & HONOURS

MODULES TAUGHT