Xiaoying Tian

A hybrid modelling method for time series forecasting based on a linear regression model and deep learning

Wenquan Xu, Hui Peng, Xiaoyong Zeng et al. · Applied Intelligence · 2019 · 107 citations

Intelligent Forecasting, Forecasting Methodology, Engineering +8

Deep belief network-based AR model for nonlinear time series forecasting

Wenquan Xu, Hui Peng, Xiaoyong Zeng et al. · Applied Soft Computing · 2019 · 63 citations

Forecasting Methodology, Engineering, Machine Learning +7

Aroma classification and flavor characterization of Streptococcus thermophilus fermented milk by HS-GC-IMS and HS-SPME-GC-TOF/MS

Ao Liu, Hongwei Zhang, Tongjie Liu et al. · Food Bioscience · 2022 · 51 citations

Food Fermentation, Food Microbiology, Aroma Classification +3

Wideband Shared-Radiator Four-Element MIMO Antenna Module for 5G Mobile Terminals

Xiaoying Tian, Zhengwei Du · IEEE Transactions on Antennas and Propagation · 2023 · 48 citations

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