Multi-task sequence learning for performance prediction and KPI mining in database management system. - Chen Wan; Wenzhong Li; Wangxiang Ding; Zhijie Zhang; Qingning Lu; Lin Qian; Ji Xu; Jixiang Lu; Rongrong Cao; Baoliu Ye; Sanglu Lu (Inf. Sci., 2021)

STAD-GAN: Unsupervised Anomaly Detection on Multivariate Time Series with Self-training Generative Adversarial Networks. - Zhijie Zhang; Wenzhong Li; Wangxiang Ding; Linming Zhang; Qingning Lu; Peng Hu; Tong Gui; Sanglu Lu (ACM Trans. Knowl. Discov. Data, 2023)

Time-Varying Gaussian Markov Random Fields Learning for Multivariate Time Series Clustering. - Wangxiang Ding; Wenzhong Li; Zhijie Zhang; Chen Wan; Jian-Hui Duan; Sanglu Lu (IEEE Trans. Knowl. Data Eng., 2023)