30 citations · 51 across the 8 of their papers we have counts for
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cs.NI2022
Multi-Level Association Rule Mining for Wireless Network Time Series Data
Chen Zhu, Chengbo Qiu, Shaoyu Dou +1
Key performance indicators(KPIs) are of great significance in the monitoring of wireless network service quality. The network service quality can be improved by adjusting relevant…
cs.LG2022
CPMLHO:Hyperparameter Tuning via Cutting Plane and Mixed-Level Optimization
Shuo Yang, Yang Jiao, Shaoyu Dou +2
The hyperparameter optimization of neural network can be expressed as a bilevel optimization problem. The bilevel optimization is used to automatically update the hyperparameter, a…
cs.LG2022
Task-aware Similarity Learning for Event-triggered Time Series
Shaoyu Dou, Kai Yang, Yang Jiao +2
Time series analysis has achieved great success in diverse applications such as network security, environmental monitoring, and medical informatics. Learning similarities among dif…