Dr Jin Zheng
BSc, PhD
Expertise
Current positions
Contact
Press and media
Many of our academics speak to the media as experts in their field of research. If you are a journalist, please contact the University’s Media and PR Team:
Research interests
My research interests include machine learning, data science, natural language processing (NLP) and quantitative methods, with the applications in finance, sports prediction and education.
Projects and supervisions
Research projects
Fintech Research Network
Principal Investigator
Managing organisational unit
School of Engineering Mathematics and TechnologyDates
01/02/2024 to 31/07/2024
Advancing the Development of a Cloud-Based Automated Sentiment Analysis Tool for Predicting Cryptocurrencies
Principal Investigator
Managing organisational unit
School of Engineering Mathematics and TechnologyDates
01/12/2023 to 31/07/2024
Developing an Integrated and Intelligent Algo-trading System
Principal Investigator
Managing organisational unit
Computer Science, Electrical and Electronic Engineering and Engineering Maths School TeamDates
01/01/2023 to 31/07/2023
Empowering Power Electronics with Edge AI: Data-Driven Online Condition Monitoring for Electrical Machines in More Electric Aircraft
Principal Investigator
Role
Co-Investigator
Managing organisational unit
School of Engineering Mathematics and TechnologyDates
01/10/2022 to 31/07/2025
Publications
Recent publications
26/01/2024Hip shape shows a causal effect on hip fracture but not hip osteoarthritis: findings from a GWAS meta-analysis and causal analyses
HubotVerse:Towards Internet of Human and Intelligent Robotic Things with a Digital Twin-Based Mixed Reality Framework
IEEE Robotics and Automation Magazine
Multi-Relational Graph Diffusion Neural Network with Parallel Retention for Stock Trends Classification
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Sentiment Analysis for Predicting the Variation Trend of Stocks -- A Case study of Vanke Co., Ltd.
Related people
Professor Jon Tobias
Professor of Rheumatology
Bristol Medical School (THS)
Professor George Davey Smith
Professor of Clinical Epidemiology
Bristol Medical School (PHS)
Dr Ben Faber
NIHR Academic Clinical Lecturer in Rheumatology
Bristol Medical School (THS)
Dr Nicola Harvey
Clinical Lecturer in Restorative Dentistry
Bristol Dental School