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
Research areas
- Data Mining and Machine Learning
- Internet of Things (IoT)
- Robotic Applications
Keywords
- Q Science (General)
- Computer Science
- Machine learning
- Data Mining
- Robotics
- L Education (General)
- AI-enhanced Learning
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
Jin, N. (PI)
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
Jin, N. (CoI)
1/06/23 → 30/06/26
Project: Internal Research Project
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Deep learning for online Classification
Jin, N. (PI) & Man, K. L. (CoI)
5/01/26 → 1/01/29
Project: Internal Research Project
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A dynamic routing algorithm of CapsNet for drift prognosis
Lin, B., Jin, N. & Woodward, J. R., 15 Jan 2026, In: Expert Systems with Applications. 296, 128925.Research output: Contribution to journal › Article › peer-review
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Time Effect of Anxiety Stimuli on EEG Data Discovered by Wavelet and Data Mining Analysis
Xu, Z. & Jin, N., 2026, Advances in Intelligent Data Analysis and Applications - Proceedings of the 8th Euro–China Conference on Intelligent Data Analysis and Applications, 2024. Chu, S.-C., Chen, C.-M., Pan, J.-S. & Kong, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-13 11 p. (Smart Innovation, Systems and Technologies; vol. 445 SIST).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Adaptive feature selection for drift detection in big data streams
Liu, Z., Jin, N., Wang, P. & Man, K.-L., May 2025, (Accepted/In press) The International Conference on Recent Advancements in Computing in AI, IoT and Computer Engineering Technology (CICET 2025).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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A dynamic routing algorithm of CapsNet for drift prognosis
Lin, B., Jin, N. & Woodward, J. R., Jul 2025, In: Expert Systems with Applications.Research output: Contribution to journal › Article › peer-review
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AlexCapsNet: An Integrated Architecture for Image Classification With Background Noise
Bao, M., Jin, N. & Xu, M., 24 Feb 2025, In: IEEE Access. 13, p. 37690-37702 13 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus)
Activities
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8th International Conference on Information Science and Systems (ICISS 2025) Web.: http://iciss.org (Event)
Jin, N. (Reviewer)
Jul 2025Activity: Peer-review and editorial work of publications › Publication Peer-review
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visit JITRI Institute of Biomaterials and Medical Devices
Jin, N. (Participant)
12 Jun 2025Activity: Participating in or organising an event › Participating in an event e.g. a conference, workshop, …
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To Analyze EEG Data When Reading Exam Questions
Jin, N. (Supervisor)
Jun 2025 → Aug 2025Activity: Supervision › Completed SURF Project
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Programming with DeepSeek
Jin, N. (Supervisor)
Jun 2025 → Aug 2025Activity: Supervision › Completed SURF Project
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2025 International Conference on Artificial Intelligence and Education
Jin, N. (Participant)
14 May 2025Activity: Participating in or organising an event › Participating in an event e.g. a conference, workshop, …