Xiaofeng Zhou

22 papers Journal 20Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multifrequency Decoupling Network With Dual-Stage Shift Segmental Modeling for Long-Term Prediction of Industrial Parameters.
IEEE Trans. Ind. Informatics
Changyao Lv, Xiaofeng Zhou, Guoliang Hu, Shuai Li, Shurui Liu
2026 J jnl
Weight prediction of the oxidation film in aircraft aluminium alloy components with small samples using data augmentation and random forest.
Eng. Appl. Artif. Intell.
Shuai Li, Zhuo Yu, Yudong Chen, Jiaqi Mai, Xiaofeng Zhou, Weichen Yu, Yigeng Wang
2025 J jnl
An Adaptive Continual Learning Method for Nonstationary Industrial Time Series Prediction.
IEEE Trans. Ind. Informatics
Mengqing Wu, Xiaofeng Zhou, Shuai Li, Haibo Shi
2025 J jnl
Auxiliary Knowledge-Based Fine-Tuning Mechanism for Industrial Time-Lag Parameter Prediction.
IEEE Trans Autom. Sci. Eng.
Naiju Zhai, Xiaofeng Zhou, Shuai Li, Haibo Shi
2025 J jnl
Model-based reinforcement learning with adversarial discriminative domain adaptation.
J. Frankl. Inst.
Bo Zhang, Fucheng Pan, Xiaofeng Zhou, Shuai Li, Shurui Liu
2025 J jnl
Spatio-temporal attention-based hybrid deep network for time series prediction of industrial process.
Appl. Intell.
Dong Lu, Xiaofeng Zhou, Shuai Li
2024 J jnl
A Recurrent Spatio-Temporal Graph Neural Network Based on Latent Time Graph for Multi-Channel Time Series Forecasting.
IEEE Signal Process. Lett.
Linzhi Li, Xiaofeng Zhou, Guoliang Hu, Shuai Li, Dongni Jia
2023 J jnl
Governing equation discovery based on causal graph for nonlinear dynamic systems.
Mach. Learn. Sci. Technol.
Dongni Jia, Xiaofeng Zhou, Shuai Li, Shurui Liu, Haibo Shi
2023 J jnl
Learning Latent ODEs With Graph RNN for Multi-Channel Time Series Forecasting.
IEEE Signal Process. Lett.
Fei Zhan, Xiaofeng Zhou, Shuai Li, Dongni Jia, Hong Song
2023 J jnl
Seformer: a long sequence time-series forecasting model based on binary position encoding and information transfer regularization.
Appl. Intell.
Pengyu Zeng, Guoliang Hu, Xiaofeng Zhou, Shuai Li, Pengjie Liu
2023 J jnl
Soft Sensor Model for Billet Temperature in Multiple Heating Furnaces Based on Transfer Learning.
IEEE Trans. Instrum. Meas.
Naiju Zhai, Xiaofeng Zhou, Shuai Li, Haibo Shi
2023 J jnl
Time Series Prediction Method of Industrial Process With Limited Data Based on Transfer Learning.
IEEE Trans. Ind. Informatics
Xiaofeng Zhou, Naiju Zhai, Shuai Li, Haibo Shi
2022 J jnl
CF-DAML: Distributed automated machine learning based on collaborative filtering.
Appl. Intell.
Pengjie Liu, Fucheng Pan, Xiaofeng Zhou, Shuai Li, Liang Jin
2022 J jnl
Dsa-PAML: a parallel automated machine learning system via dual-stacked autoencoder.
Neural Comput. Appl.
Pengjie Liu, Fucheng Pan, Xiaofeng Zhou, Shuai Li, Pengyu Zeng, Shurui Liu, Liang Jin
2022 J jnl
Muformer: A long sequence time-series forecasting model based on modified multi-head attention.
Knowl. Based Syst.
Pengyu Zeng, Guoliang Hu, Xiaofeng Zhou, Shuai Li, Pengjie Liu, Shurui Liu
2022 J jnl
Ocean Temperature Prediction Based on Stereo Spatial and Temporal 4-D Convolution Model.
IEEE Geosci. Remote. Sens. Lett.
Xinyi Zuo, Xiaofeng Zhou, Daquan Guo, Shuai Li, Shurui Liu, Chunhui Xu
2021 — conf
Fault Diagnosis Based on Multi-scale LSTM-FCNs for Industrial Process.
CAA SAFEPROCESS
Shaojie Yang, Peng Li, Shuai Li, Xiaofeng Zhou, Shanghong Jiang
2020 J jnl
Multi-dimensional data visualisation method based on convex-corrected Radviz.
Int. J. Comput. Appl. Technol.
Jingjing Yin, Haibo Shi, Xiaofeng Zhou, Liang Jin, Shuai Li, Yichi Zhang
2017 J jnl
Correlated and weakly correlated fault detection based on variable division and ICA.
Comput. Ind. Eng.
Shuai Li, Xiaofeng Zhou, Fucheng Pan, Haibo Shi, Kaituo Li, Zhongwei Wang
2016 — conf
Density peaks clustering based on multiple distance measures for manufacturing process.
ICIA
Shuai Li, Shiying Gao, Xiaofeng Zhou
2015 J jnl
Corrosion pitting damage detection of rolling bearings using data mining techniques.
Int. J. Model. Identif. Control.
Yonglai Zhang, Xiaofeng Zhou, Haibo Shi, Zeyu Zheng, Shuai Li
2014 J jnl
Early detection of liver disease using data visualisation and classification method.
Biomed. Signal Process. Control.
Xiaofeng Zhou, Yonglai Zhang, Mingrui Shi, Haibo Shi, Zeyu Zheng