Jonathan

Personal Information
E-Mail:
School/Department: 计算机科学学院
Administrative Position: 特聘副教授
Education Level: With Certificate of Graduation for Doctorate Study
Degree: Doctoral Degree in Engineering
Academic Titles: 科研，授课
Alma Mater: 武汉大学
Enrollment disciplines: Artificial intelligence

Profile

Education: Ph.D.
Graduate Institution: Wuhan University
Research Interests: Intelligent Computing, Adaptive Modeling, Concept Drift Detection, Time-Series Classification, Graph Neural Networks, Large Language Models (LLMs)
Academic Experience: Over 9 years of academic research experience, with multiple SCI-indexed publications
Reviewer Role: Reviewer for The Journal of Supercomputing

Paper Publications
Patents
Published Books

Adaptive Financial Time Series Classification: Leveraging Historical Samples from Signal-to-Noise Ratio Margins.Neural Processing Letters
Coevolving allocation of resources and cooperation in spatial evolutionary games.Applied Mathematics and Computation
A novel reconstructed training-set SVM with roulette cooperative coevolution for financial time series classification.Expert Systems with Applications
The utility of hyperplane angle metric in detecting financial concept drift.Applied Intelligence.10.1007/s10489-025-06292-w.
Financial adaptive graph attention network for cross-stock forecasting.International Journal of Machine Learning and Cybernetics.10.1007/s13042-025-02756-0.

Educational Experience

Work Experience

Social Affiliations

武汉大学计算机科学与技术工学博士学位

Awards and Honours
Research Focus
Academic Honor

Financial Time Series Trend Forecasting