Xiaoyan Peng

DCT-GAN: Dilated Convolutional Transformer-Based GAN for Time Series Anomaly Detection

Yifan Li, Xiaoyan Peng, Jia Zhang et al. · IEEE Transactions on Knowledge and Data Engineering · 2021 · 131 citations

Data Augmentation, Convolutional Neural Network, Anomaly Detection +13

A locally linear RBF network-based state-dependent AR model for nonlinear time series modeling

Min Gan, Hui Peng, Xiaoyan Peng et al. · Information Sciences · 2010 · 72 citations

State Estimation, Nonlinear System Identification, Engineering +5

A Hybrid Modeling Method Based on Linear AR and Nonlinear DBN-AR Model for Time Series Forecasting

Wenquan Xu, Hui Peng, Xiaoyong Zeng et al. · Neural Processing Letters · 2021 · 44 citations

Intelligent Forecasting, Forecasting Methodology, Linear Ar +9

M3GAN: A masking strategy with a mutable filter for multidimensional anomaly detection

Yifan Li, Xiaoyan Peng, Ziyan Wu et al. · Knowledge-Based Systems · 2023 · 17 citations

Anomaly Detection, Image Analysis, Data Science +13

DBN based SD-ARX model for nonlinear time series prediction and analysis

Wenquan Xu, Hui Peng, Xiaoying Tian et al. · Applied Intelligence · 2020 · 16 citations

Forecasting Methodology, Engineering, Data Science +9