2 papers
cs.NI2024
Predicting Parameter Change's Effect on Cellular Network Time Series
Mingjie Li, Yongqian Sun, Xiaolei Hua +5
The cellular network provides convenient network access for ever-growing mobile phones. During the continuous optimization, operators can adjust cell parameters to enhance the Qual…
cs.LG2024
InjectTST: A Transformer Method of Injecting Global Information into Independent Channels for Long Time Series Forecasting
Ce Chi, Xing Wang, Kexin Yang +5
Transformer has become one of the most popular architectures for multivariate time series (MTS) forecasting. Recent Transformer-based MTS models generally prefer channel-independen…