Projects per year
Personal profile
Personal profile
Dr Nanlin Jin has 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. Currently her research is partially supported by the XJTLU AI University Research Centre.
Her research has delivered international impact, which was recognized by UK Research Excellence Framework (REF2021) and published into an Impact case study: Improved Interoperability and Data Sharing on the Internet of Things. REF is UK national research assessment and undertaken by the four UK higher education funding bodies. It runs every 7 years.
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
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
Person Types
- Staff
Fingerprint
Dive into the research topics where Nanlin Jin is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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Towards Sustainable Personal Computing Devices through Energy Harvesting and Smart Battery Management Systems
Man, K. L., Zhang, J., Wang, J. & Jin, N.
1/10/22 → 30/09/24
Project: Internal Research Project
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Fatigue Load Prediction of Large Wind Turbine by Big Data and Deep Learning
Wu, J., Yang, Q. & Jin, N., Feb 2024, 2023 IEEE International Conference on Electrical, Automation and Computer Engineering (ICEACE). Institute of Electrical and Electronics Engineers Inc., p. 275-280 6 p. (IEEE International Conference on Electrical, Automation and Computer Engineering (ICEACE)).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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QuadCDD: A Quadruple-based Approach for Understanding Concept Drift in Data Streams
Wang, P., Yu, H., Jin, N., Davies, D. & Woo, W. L., 15 Mar 2024, In: Expert Systems with Applications. 238, 122114.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Word Orthography and Relationship-Dominant Engineering (WOR-De) Model for Wordle Game
Hu, Y., Zhuang, X., Wan, Y., Jin, N. & Zhu, X., May 2024, 2023 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics). Institute of Electrical and Electronics Engineers Inc., p. 563-569 7 p. (Proceedings - IEEE Congress on Cybermatics: 2023 IEEE International Conferences on Internet of Things, iThings 2023, IEEE Green Computing and Communications, GreenCom 2023, IEEE Cyber, Physical and Social Computing, CPSCom 2023 and IEEE Smart Data, SmartData 2023).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Advancements in Battery State of Charge Estimation Methods for Battery Management Systems: A Comprehensive Literature Review
Song, N., Jin, N., Wang, J., Zhang, J., Smith, J. S., Yue, Y., Jung, Y. A. & Man, K. L., 2023, 2023 IEEE East-West Design and Test Symposium, EWDTS 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE East-West Design and Test Symposium, EWDTS 2023 - Proceedings).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Bionic Robots as a New Alternative to Guided Dogs
Cao, Y., Jin, N., Wang, Y., Ji, C. & Pan, Y., 2023, 2023 9th International Conference on Virtual Reality, ICVR 2023. Institute of Electrical and Electronics Engineers Inc., p. 261-267 7 p. (2023 9th International Conference on Virtual Reality, ICVR 2023).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
Activities
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Operational Multistage Machine Learning Fairness
Nanlin Jin (External PhD examiner)
27 Oct 2023Activity: Supervision › External examiner for PhD thesis
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Concept Drift In Gold Price Forecasting
Nanlin Jin (Supervisor)
Jul 2023 → Dec 2023Activity: Supervision › Master Dissertation Supervision
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Virtual garden roaming systembasedonUnity3D
Nanlin Jin (Supervisor)
Jul 2023 → Dec 2023Activity: Supervision › Master Dissertation Supervision
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EEG-BASED ANXIETY ANALYSIS WITH WAVELET TRANSFORMS
Nanlin Jin (Supervisor)
Jul 2023 → Dec 2023Activity: Supervision › Master Dissertation Supervision
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Kung Fu robots
Nanlin Jin (Supervisor)
Jun 2023 → Aug 2023Activity: Supervision › Completed SURF Project