Taisheng Zheng

An Efficient Method Based on Conditional Generative Adversarial Networks for Imbalanced Fault Diagnosis of Rolling Bearing

Lili Guo, Lei Song, Taisheng Zheng, 2019, 2019 Prognostics and System Health Management Conference (PHM-Qingdao).

Bagging deep autoencoders with dynamic threshold for semi-supervised anomaly detection

Hongfei Wang, Lei Song, Taisheng Zheng, 2019, Other Conferences.

Real-Time Anomaly Detection Method for Space Imager Streaming Data Based on HTM Algorithm

Lei Song, Haoran Liang, Taisheng Zheng, 2019, 2019 IEEE 19th International Symposium on High Assurance Systems Engineering (HASE).

A Comparative Evaluation of SOM-based Anomaly Detection Methods for Multivariate Data

Hongfei Wang, Lei Song, Taisheng Zheng, 2019, 2019 Prognostics and System Health Management Conference (PHM-Qingdao).

A Novel Method for Imbalanced Fault Diagnosis of Rotating Machinery Based on Generative Adversarial Networks

Yang Wang, Hongyong Fu, Taisheng Zheng, 2021, IEEE Transactions on Instrumentation and Measurement.

A Robust Fault Diagnosis Method for Rolling Bearings Based on Deep Convolutional Neural Network

Wang Yang, Hongyong Fu, Taisheng Zheng, 2019, 2019 Prognostics and System Health Management Conference (PHM-Qingdao).

A Comparative Evaluation of AutoEncoder-Based Unsupervised Anomaly Detection Methods Applied on Space Payload

Chao Ma, Lili Guo, Lei Song, 2020, 2019 6th International Conference on Dependable Systems and Their Applications (DSA).

An improvement growing neural gas method for online anomaly detection of aerospace payloads

Lei Song, Lili Guo, Taisheng Zheng, 2020, Soft Comput..

Fault Diagnosis For Gearbox Based On Deep Belief Network

Wang Yang, Hongyong Fu, Dequan Yu, 2019, 2019 Prognostics and System Health Management Conference (PHM-Qingdao).

Online Anomaly Detection of Streaming Data for Space Payloads Based on Improved GNG Algorithm

Lei Song, Lili Guo, Haoran Liang, 2019, ICMSSP 2019.

Data synthesis using dual discriminator conditional generative adversarial networks for imbalanced fault diagnosis of rolling bearings

Xiaoli Xu, Lei Song, Chao Ma, 2020 .