Shaoyu Dou

Task-aware Similarity Learning for Event-triggered Time Series

Kai Yang, Kui Ren, Yang Jiao, 2022, ArXiv.

Fog Intelligence for Network Anomaly Detection

Kai Yang, Hui Ma, Shaoyu Dou, 2020, IEEE Network.

Multi-level association rule mining for wireless network time series data

Chenguang Zhu, Shaoyu Dou, C. Qiu, 2022, Intelligent Systems, Communications, and Computer Networks.

PC2A: Predicting Collective Contextual Anomalies via LSTM With Deep Generative Model

H. Vincent Poor, Kai Yang, Shaoyu Dou, 2019, IEEE Internet of Things Journal.

TimeAutoML: Autonomous Representation Learning for Multivariate Irregularly Sampled Time Series pdf

Kai Yang, Shaoyu Dou, Sijia Liu, 2020, ArXiv.