Projects per year
Personal profile
Personal profile
Dr Nanlin Jin’s research has delivered international impact, which was recognized by UK Research Excellence Framework (REF2021). It is published into an Impact case study: Improved Interoperability and Data Sharing on the Internet of Things by REF2021. REF is the UK national research assessment and undertaken by the four UK higher education funding bodies. It runs every 7 years.
She worked as senior lecturer in the UK, prior to joining Xi’an Jiaotong-Liverpool University. She has been PI or Co-I to the projects funded by Innovate UK, UK EPSRC, UK NERC, EU and industry, in the areas of data mining and AI-IoT.
She is interested in supervising PhD /MSc/FYP student projects in: Data stream mining, Machine learning, Reinforcement learning for Robot, and Brain Signals Analysis.
Research interests
Data mining
Machine Learning
Reinforcement learning in Robotics
Industrial Informatics
AI+Education
Experience
Lecturer, Senior Lecturer in Computer Science. Northumbr.ia University at Newcastle, UK.
Role: Erasmus / Student Mobility coordinator
Post-doc Research Associate. University of Bristol, UK.
Teaching
CPT202 - Software Engineering Group Project
CPT203 - Software engineering
CPT406 - Artificial intelligence
CPT111 - Java Programming
Awards and honours
UK REF Impact case study : https://results2021.ref.ac.uk/impact/47e7f53d-b42d-4801-bb2b-1328c14b84e6?page=1
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
Postgraduate Certificate of UK Higher Education Practice
PhD in Computer Science, University of Essex, UK
Keywords
- Q Science (General)
- L Education (General)
Person Types
- Staff
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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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Reinforcement Learning Algorithms for Brain-Robot interaction
1/01/24 → 31/12/26
Project: Internal Research Project
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Deep Learning Transform for drift detection in noisy data stream
1/09/23 → 31/08/26
Project: Internal Research Project
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Enhanced State-of-Charge Estimation for Lithium Batteries Using Long Short-Term Memory Networks and Informer Architectures
1/06/23 → 30/06/26
Project: Internal Research Project
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AlexCapsNet: an integrated architecture for image classification with background noise
Bao, M., Jin, N. & Xu, M., 4 Mar 2025, In: IEEE Access. 13, p. 37690-37702 14 p., 10900363.Research output: Contribution to journal › Article › peer-review
Open Access -
Concentrated Liquidity in Ethereum Blockchain’s Digital Asset Trading: Insights from Innovative Back-Testing Algorithms
Luo, K., Jin, N. & Ma, J., 2025, (Accepted/In press) In: Computational Economics. 101845.Research output: Contribution to journal › Article › peer-review
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Efficient Concept Drift Detection: A Meta Feature Selection Approach
Liu, Z., Wang, P. & Jin, N., 31 Jan 2025, ICISS 2024 - Proceedings of the 7th International Conference on Information Science and Systems. Association for Computing Machinery, Inc, p. 90-95 6 p. (ICISS 2024 - Proceedings of the 7th International Conference on Information Science and Systems).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Quality of collaborative learning discovered by data mining and visualization
Wang, Y., Jin, N. & Lam, H. P., May 2025, (Accepted/In press) International Conference on Artificial Intelligence and Education.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Autonomous Real-Time Human-Robot Emotional Interaction through Facial Recognition
Ma, W., Jin, N. & Guan, S., Aug 2024, (Accepted/In press) The 2nd International Conference on Intelligent Manufacturing and Robotics. SpringerResearch output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
Activities
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Brain-Robot interaction
Nanlin Jin (Supervisor)
Jul 2024 → Aug 2024Activity: Supervision › Completed SURF Project
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Team work development of software group projects in Higher education
Nanlin Jin (Supervisor)
Jul 2024 → Aug 2024Activity: Supervision › Completed SURF Project
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Text mining to uncover the historical mysteries of Suzhou classical gardens
Nanlin Jin (Supervisor)
Jul 2024 → Aug 2024Activity: Supervision › Completed SURF Project
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Adaptive feature selection for drift detection in big data streams
Nanlin Jin (Supervisor)
Feb 2024 → Dec 2024Activity: Supervision › Master Dissertation Supervision
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Multi-scale Local-Global Fusion Network with Temporal Attention for Speech Emotion Recognition
Nanlin Jin (Supervisor)
2024 → 2025Activity: Supervision › Master Dissertation Supervision