Address: Heriot-Watt University, School of Engineering & Physical Sciences
Wenshuo Tang received his MSc degree in Artificial intelligence from Heriot-Watt University. He joined Heriot-Watt’s Interaction Lab as a Research Assistant in 2012, undertaking research in applications of machine learning in Human Computer Interactions. Since 2016, he has been working as a Research Associate in the University’s Smart System Group on different government and industry funded research projects.
His research now focuses on applying advanced machine learning techniques in asset health management and prognostics in different energy systems.
Wenshuo Tang, Hugues Pellae, David Flynn and Keith Brown. "Integrity Analysis Inspection and Lifecycle Prediction of Subsea Power Cables", Prognostics and System Health Management Conference , Chongqing, 2018
Wenshuo Tang, Merlinda Andoni, Robu Valentin and David Flynn. “Accurately Forecasting the Health of Energy System Assets”, IEEE International Symposium on Circuits and Systems, Florence, 2018
Wenshuo Tang, Ross Dickie, Darius Roman, Robu Valentin and David Flynn, “Optimisation of Hybrid Energy Systems for Maritime Vessels”, The 9th International Conference on Power Electronics, Machines and Drives, Liverpool, 2018
Merlinda Andoni, Wenshuo Tang, David Flynn and Robu Valentin. “Data Analysis of Energy Storage Systems”, CIRED - Open Access Proceedings Journal, 2017, Volume: 2017, Issue: 1, Pages: 96-99
Wenshuo Tang, David Flynn and Robu Valentin. "Applying Machine Learning to Predict Asset Health in Hybrid Maritime Vessels" In International Conference on Condition Monitoring and Machinery Failure Prevention Technologies, Paris, 2016
Zhuoran Wang, Paul A. Crook, Wenshuo Tang, Oliver Lemon, "On the Linear Belief Compression of POMDPs: A re-examination of current methods", Journal of Machine Learning, 2015
Wenshuo Tang, Zhuoran Wang, Verena Rieser and Oliver Lemon, "Sample Efficient Learning of Strategic Dialogue Policies", The 18th Workshop on the Semantics and Pragmatics of Dialogue, Edinburgh, 2014
Paul Crook, Simon Keizer, Zhuoran Wang, Wenshuo Tang, and Oliver Lemon, "Real User Evaluation of a POMDP Spoken Dialogue System using Automatic Belief Compression", Computer Speech and Language, 28(4): 873-887, 2014
