2 papers
cs.LG2025
Innovative LSGTime Model for Crime Spatiotemporal Prediction Based on MindSpore Framework
Zhenkai Qin, BaoZhong Wei, Caifeng Gao
With the acceleration of urbanization, the spatiotemporal characteristics of criminal activities have become increasingly complex. Accurate prediction of crime distribution is cruc…
cs.LG2024
KEDformer:Knowledge Extraction Seasonal Trend Decomposition for Long-term Sequence Prediction
Zhenkai Qin, Baozhong Wei, Caifeng Gao +1
Time series forecasting is a critical task in domains such as energy, finance, and meteorology, where accurate long-term predictions are essential. While Transformer-based models h…