![Tengxiang Su](https://profiles-cardiff.imgix.net/attachments/3526?w=200&h=200&auto=format&crop=faces&fit=crop&q=90")
Overview
Dr. Su obtain his Ph.D in Computer Engineering at Cardiff University and hold a MSc degree from UCL. His research focuses on machine learning, deep learning, data standardization and information exchange that can benefit from AI in our real life.
Publication
2024
- Gao, Y., Li, H., Fu, W., Chai, C. and Su, T. 2024. Damage volumetric assessment and digital twin synchronization based on LiDAR point clouds. Automation in Construction 157, article number: 105168. (10.1016/j.autcon.2023.105168)
2023
- Zhu, X., Li, H. and Su, T. 2023. Autonomous complex knowledge mining and graph representation through natural language processing and transfer learning. Automation in Construction 155, article number: 105074. (10.1016/j.autcon.2023.105074)
2022
- Su, T. 2022. A BIM and machine learning integration framework for automated property valuation. PhD Thesis, Cardiff University.
2021
- Su, T., Li, H. and An, Y. 2021. A BIM and machine learning integration framework for automated property valuation. Journal of Building Engineering 44, article number: 102636. (10.1016/j.jobe.2021.102636)
- An, Y., Li, H., Su, T. and Wang, Y. 2021. Determining uncertainties in AI applications in AEC sector and their corresponding mitigation strategies. Automation in Construction 131, article number: 103883. (10.1016/j.autcon.2021.103883)
2020
- Su, T. and Li, H. 2020. Data exchange analysis for property valuation on sustainability perspective. Presented at: 27th International Workshop on Intelligent Computing in Engineering (EG-ICE 2020), Online, 01-04 July 2020.
2019
- Wang, Y., Liang, L., Lin, X., Su, T., Wang, X. and Xiao, H. 2019. Emissions of nitrogen-based fuel combustion in swirl burner. Energy Procedia 158, pp. 1706-1711. (10.1016/j.egypro.2019.01.397)
- Su, T. and Li, H. 2019. BIM-based machine learning engine for smart real estate appraisal. Presented at: 2nd International Conference on Sustainable Smart Manufacturing, Manchester, United Kingdom, 9-11 April, 2019.
Articles
- Gao, Y., Li, H., Fu, W., Chai, C. and Su, T. 2024. Damage volumetric assessment and digital twin synchronization based on LiDAR point clouds. Automation in Construction 157, article number: 105168. (10.1016/j.autcon.2023.105168)
- Zhu, X., Li, H. and Su, T. 2023. Autonomous complex knowledge mining and graph representation through natural language processing and transfer learning. Automation in Construction 155, article number: 105074. (10.1016/j.autcon.2023.105074)
- Su, T., Li, H. and An, Y. 2021. A BIM and machine learning integration framework for automated property valuation. Journal of Building Engineering 44, article number: 102636. (10.1016/j.jobe.2021.102636)
- An, Y., Li, H., Su, T. and Wang, Y. 2021. Determining uncertainties in AI applications in AEC sector and their corresponding mitigation strategies. Automation in Construction 131, article number: 103883. (10.1016/j.autcon.2021.103883)
- Wang, Y., Liang, L., Lin, X., Su, T., Wang, X. and Xiao, H. 2019. Emissions of nitrogen-based fuel combustion in swirl burner. Energy Procedia 158, pp. 1706-1711. (10.1016/j.egypro.2019.01.397)
Conferences
- Su, T. and Li, H. 2020. Data exchange analysis for property valuation on sustainability perspective. Presented at: 27th International Workshop on Intelligent Computing in Engineering (EG-ICE 2020), Online, 01-04 July 2020.
- Su, T. and Li, H. 2019. BIM-based machine learning engine for smart real estate appraisal. Presented at: 2nd International Conference on Sustainable Smart Manufacturing, Manchester, United Kingdom, 9-11 April, 2019.
Thesis
- Su, T. 2022. A BIM and machine learning integration framework for automated property valuation. PhD Thesis, Cardiff University.
Research
Data-driven strategic decision making in charity marketing
Research themes
Specialisms
- Artificial intelligence
- Machine learning
- Data-Driven Decision Science
- Not-for-profit marketing
- Data mining and knowledge discovery