Motion trajectory prediction based on a CNN-LSTM sequential model. - Guo Xie; Anqi Shangguan; Rong Fei; Wenjiang Ji; Weigang Ma; Xinhong Hei 001 (Sci. China Inf. Sci., 2020)

Fault Diagnosis of Brake Train Based on Multi-Sensor Data Fusion. - Yongze Jin; Guo Xie; Yankai Li; Xiaohui Zhang; Ning Han; Anqi Shangguan; Wenbin Chen (Sensors, 2021)

Train wheel degradation generation and prediction based on the time series generation adversarial network. - Anqi Shangguan; Guo Xie; Rong Fei; Lingxia Mu; Xinhong Hei 001 (Reliab. Eng. Syst. Saf., 2023)

SVAE-GRU-based degradation generation and prediction for small samples. - Anqi Shangguan; Nan Feng; Lingxia Mu; Rong Fei; Xinhong Hei 001; Guo Xie (Qual. Reliab. Eng. Int., 2023)

Abnormal Samples Oversampling for Anomaly Detection Based on Uniform Scale Strategy and Closed Area. - Anqi Shangguan; Guo Xie; Lingxia Mu; Rong Fei; Xinhong Hei 001 (IEEE Trans. Knowl. Data Eng., 2023)