Shaoyu Dou

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 9

Top Topics

Generative And Discriminative Models

Top Venues

Intelligent Environments (Workshops)

IEEE Internet Things J.

Publications

Shuo Yang, Yang Jiao, Shaoyu Dou, Mana Zheng, Chen Zhu
CPMLHO: Hyperparameter Tuning via Cutting Plane and Mixed-Level Optimization. CoRR (2022)
Kai Yang, Shaoyu Dou, Pan Luo, Xin Wang, H. Vincent Poor
Robust Group Anomaly Detection for Quasi-Periodic Network Time Series. IEEE Trans. Netw. Sci. Eng. 9 (4) (2022)
Chen Zhu, Chengbo Qiu, Shaoyu Dou, Minghao Liao
Multi-Level Association Rule Mining for Wireless Network Time Series Data. CoRR (2022)
Shaoyu Dou, Kai Yang, Yang Jiao, Chengbo Qiu, Kui Ren
Task-aware Similarity Learning for Event-triggered Time Series. CoRR (2022)
Kai Yang, Hui Ma, Shaoyu Dou
Fog Intelligence for Network Anomaly Detection. IEEE Netw. 34 (2) (2020)
Yang Jiao, Kai Yang, Shaoyu Dou, Pan Luo, Sijia Liu, Dongjin Song
TimeAutoML: Autonomous Representation Learning for Multivariate Irregularly Sampled Time Series. CoRR (2020)
Shaoyu Dou, Kai Yang, H. Vincent Poor
A: Predicting Collective Contextual Anomalies via LSTM With Deep Generative Model. IEEE Internet Things J. 6 (6) (2019)
Shaoyu Dou, Xin Su, Dongmin Choi, Pankoo Kim, Chang Choi
A Study of Interference Cancellation for NOMA Downlink Near-Far Effect to Support Big Data. GPC (2017)
Yixin Zhang, Shaoyu Dou, Xin Su
Study on Technologies for Applications in Tactile Internet. Intelligent Environments (Workshops) (2017)