Dr Yuanchen Xu
- yxu1 at bournemouth dot ac dot uk
- http://orcid.org/0000-0002-7108-7700
- Lecturer in Computer Science
- Poole House P302, Talbot Campus, Fern Barrow, Poole, BH12 5BB
Biography
Dr Yuanchen Xu is a Lecturer in Computer Science in Department of Computing & Informatics at Bournemouth University. He received his PhD in Computer Science in 2022 and MSc degree in Computing in 2015 from De Montfort University. His PhD project explored an approach enabling a proactive incident response for varying businesses informed by cyber threat intelligence, using computational intelligence combining grey system theory, fuzzy set theory and rough set theory. In the project, he also developed a set of rough-set-based incremental updating algorithms for computation efficiency to update the model without re-computations for new training data. He has over 8 years’ experience of industry-level full-stack software development. He is proficient in a wide range of programming languages, libraries and frameworks.
His research interest covers all aspects of computational intelligence (fuzzy logic, rough set theory, neural network, etc.) and its applications for complex real-world problems, particularly the problems whose decision-making processes might be stochastic in nature, contain some uncertainties and might be too complex for mathematical reasoning.
Conferences
- Xu, Y., Yang, Y. and He, Y., 2020. A Representation of Business Oriented Cyber Threat Intelligence and the Objects Assembly. In: 2020 10th International Conference on Information Science and Technology (ICIST) 9-15 September 2020 Bath, London, and Plymouth, UK. IEEE.
- Xu, Y., Yang, Y. and He, Y., 2019. A Business Process Oriented Dynamic Cyber Threat Intelligence Model. In: 2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI) 19-23 August 2019 Leicester, UK. IEEE.
- Wang, R., Xu, Y. and Chen, L., 2019. GazeMotive: A Gaze-Based Motivation-Aware E-Learning Tool for Students with Learning Difficulties. HUMAN-COMPUTER INTERACTION - INTERACT 2019, PT IV, 11749, 544-548.
Theses
- Xu, Y., 2022. An Intelligent Decision Support System for Business IT Security Strategy. PhD Thesis. Institute of Artificial Intelligence, De Montfort University.