Research output per year
Research output per year
Personal profile
Biography
I am a Professor at Northumbria University. Prior to joining the University, I worked on an EU FP7 project Integrated In Silico Models for the Prediction of Human Repeated Dose Toxicity of COSMetics to Optimise Safety (COSMOS) at Bradford University. Before that, I obtained my PhD degree in Computer Science from the University of Wales, Aberystwyth (now Aberystwyth University) in 2011.
I am currently the Director of Education at the Department of Computer and Information Sciences. My research focuses on Artificial/Computational Intelligence, Machine Learning, Cybersecurity/Digital Forensics, Robotics, Planning/Scheduling, Automatic Control, Additive/Responsive Manufacturing, Decision Making Support and their real-world applications especially under uncertain environment. My research has been founded by EPSRC, ESRC, Innovate UK, RAEng, Newton Fund, Royal Society, and other industry partners.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Computing Science, PhD, Adaptive Fuzzy Rule Interpolation and Its Applications, Aberystwyth University
1 Oct 2007 → 18 Sept 2011
Award Date: 18 Sept 2011
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Leveraging ensemble clustering for privacy-preserving data fusion: Analysis of big social-media data in tourism
Iam-On, N., Boongoen, T., Naik, N. & Yang, L., 1 Jan 2025, In: Information Sciences. 686, 18 p., 121336.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)7 Downloads (Pure) -
Optimisation of multiple clustering based undersampling using artificial bee colony: Application to improved detection of obfuscated patterns without adversarial training
Maneerat, T., Iam-On, N., Boongoen, T., Kirimasthong, K., Naik, N., Yang, L. & Shen, Q., 1 Jan 2025, In: Information Sciences. 687, 21 p., 121407.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Downloads (Pure) -
Safe Reinforcement Learning for Power Allocation of Hybrid Energy Storage Systems in Electric Vehicles using PPO and Predictive Safety Filter
Xu, X., Zhang, L., Lai, J., Yang, L. & Xiao, J., 3 Feb 2025, In: IEEE Transactions on Transportation Electrification. 11, 1, p. 4024-4034 11 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)3 Downloads (Pure) -
Self-Supervised Learning for Activity Recognition Based on Datasets With Imbalanced Classes
Hamad, R. A., Woo, W. L., Wei, B. & Yang, L., 27 Jan 2025, (E-pub ahead of print) In: IEEE Transactions on Emerging Topics in Computational Intelligence. 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure) -
Ultra-short-term mooring forces forecasting for floating wind turbines with response-frequency-informed deep learning and on-site data
Kang, Y., Cheng, Z., Chen, P., Yang, L., Erfort, G., Liu, L. & Hu, Z., 1 Oct 2025, In: Journal of Offshore Mechanics and Arctic Engineering. 147, 5, 14 p., 052002.Research output: Contribution to journal › Article › peer-review
Activities
- 4 Organising a conference, workshop, ...
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21th IEEE International Conference on Machine Learning and Applications (ICMLA)
Yang, L. (Chair)
12 Dec 2022 → 14 Dec 2022Activity: Participating in or organising an event › Organising a conference, workshop, ...
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19th UK Workshop on Computational Intelligence
Yang, L. (Chair)
4 Sept 2019 → 6 Sept 2019Activity: Participating in or organising an event › Organising a conference, workshop, ...
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8th EAI International Conference on Cloud Computing
Yang, L. (Chair)
4 Sept 2018Activity: Participating in or organising an event › Organising a conference, workshop, ...
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BMVC 2018 - British Machine Vision Conference
Yang, L. (Chair)
3 Sept 2018 → 7 Sept 2018Activity: Participating in or organising an event › Organising a conference, workshop, ...
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COVER - Cooperative and intelligent unmanned aerial vehicles for emergency response applications
Chen, X. (PI), Woo, W. L. (CoI), Yang, L. (CoI), Yuan, Z. (CoI), Mao, H. (CoI) & Aslam, N. (CoI)
1/07/23 → 30/06/27
Project: Research
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Help to Grow Management 2021-2024
Wales, J. (PI), Hesselgreaves, H. (CoI), Lievesley, M. (CoI), Sutherland, M. (CoI) & Yang, L. (CoI)
Chartered Association for Business Scholars
1/09/21 → 31/07/25
Project: Other
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KTP 3-D printed Models
Hackney, P. (PI), Yang, L. (CoI), Hu, S. (CoI), Scott-Harden, S. (CoI) & Blacklock, M. (PI)
1/12/21 → 31/03/24
Project: Research
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SportsAid Trust KTP
Sutherland, M. (PI), Yang, L. (CoI), Skoumpopoulou, D. (CoI) & Partington, S. (CoI)
1/11/19 → 31/10/21
Project: Research