Xu, Kunpeng

1. Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability
   2024/06/04 by Kunpeng Xu, Lifei Chen, Xu, Kunpeng +3 · 18 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
2. WormKAN: Are KAN Effective for Identifying and Tracking Concept Drift in Time Series?
   2024/10/13 by Kunpeng Xu, Xu, Kunpeng, Lifei Chen +3 · 5 citations
   Computer Science · Environmental Science · #Air Quality Monitoring and Forecasting #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
3. CORAL: Concept Drift Representation Learning for Co-evolving Time-series
   2025/01/02 by Kunpeng Xu, Xu, Kunpeng, Lifei Chen +3 · 1 citation
   Computer Science · #Data Stream Mining Techniques